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aima-pythonby aimacode

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Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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            facetsby PAIR-code

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            Visualizations for machine learning datasets

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                      deep-learning-courseraby Kulbear

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                      Deep Learning Specialization by Andrew Ng on Coursera.

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                                100daysby coells

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                                100 days of algorithms

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                                          LearnPythonby xianhu

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                                          以撸代码的形式学习Python

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                                                    python-machine-learning-book-2nd-editionby rasbt

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                                                    The "Python Machine Learning (2nd edition)" book code repository and info resource

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                                                              industry-machine-learningby firmai

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                                                              A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

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                                                                        training-data-analystby GoogleCloudPlatform

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                                                                        Labs and demos for courses for GCP Training (http://cloud.google.com/training).

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                                                                                  introduction_to_ml_with_pythonby amueller

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                                                                                  Notebooks and code for the book "Introduction to Machine Learning with Python"

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                                                                                            notes-pythonby lijin-THU

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                                                                                            中文 Python 笔记

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                                                                                                      Dreambooth-Stable-Diffusionby XavierXiao

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                                                                                                      Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

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                                                                                                                easy-rlby datawhalechina

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                                                                                                                强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

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                                                                                                                          DensePoseby facebookresearch

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                                                                                                                          A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

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                                                                                                                                    pytorch-Deep-Learningby Atcold

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                                                                                                                                    Deep Learning (with PyTorch)

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                                                                                                                                              Grokking-Deep-Learningby iamtrask

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                                                                                                                                              this repository accompanies the book "Grokking Deep Learning"

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                                                                                                                                                        Stock-Prediction-Modelsby huseinzol05

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                                                                                                                                                        Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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                                                                                                                                                                  python-docs-samplesby GoogleCloudPlatform

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                                                                                                                                                                  Code samples used on cloud.google.com

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                                                                                                                                                                            TensorFlow-2.x-Tutorialsby dragen1860

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                                                                                                                                                                            TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

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                                                                                                                                                                                      h2o-3by h2oai

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                                                                                                                                                                                      H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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                                                                                                                                                                                                introtodeeplearningby aamini

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                                                                                                                                                                                                Lab Materials for MIT 6.S191: Introduction to Deep Learning

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                                                                                                                                                                                                          pyby codebasics

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                                                                                                                                                                                                          Repository to store sample python programs for python learning

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                                                                                                                                                                                                                    pandas-cookbookby jvns

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                                                                                                                                                                                                                    Recipes for using Python's pandas library

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                                                                                                                                                                                                                              tensorflow_cookbookby nfmcclure

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                                                                                                                                                                                                                              Code for Tensorflow Machine Learning Cookbook

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                                                                                                                                                                                                                                        swiftby tensorflow

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                                                                                                                                                                                                                                        Swift for TensorFlow

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                                                                                                                                                                                                                                                  self-driving-carby udacity

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                                                                                                                                                                                                                                                  The Udacity open source self-driving car project

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                                                                                                                                                                                                                                                            mlbookcamp-codeby alexeygrigorev

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                                                                                                                                                                                                                                                            The code from the Machine Learning Bookcamp book and a free course based on the book

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                                                                                                                                                                                                                                                                      modelsby onnx

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                                                                                                                                                                                                                                                                      A collection of pre-trained, state-of-the-art models in the ONNX format

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                                                                                                                                                                                                                                                                                TensorFlow-Tutorialsby nlintz

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                                                                                                                                                                                                                                                                                Simple tutorials using Google's TensorFlow Framework

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                                                                                                                                                                                                                                                                                          mmsegmentationby open-mmlab

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                                                                                                                                                                                                                                                                                          OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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                                                                                                                                                                                                                                                                                                    automlby google

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                                                                                                                                                                                                                                                                                                    Google Brain AutoML

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                                                                                                                                                                                                                                                                                                              qloraby artidoro

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                                                                                                                                                                                                                                                                                                              QLoRA: Efficient Finetuning of Quantized LLMs

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                                                                                                                                                                                                                                                                                                                        cleverhansby cleverhans-lab

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                                                                                                                                                                                                                                                                                                                        An adversarial example library for constructing attacks, building defenses, and benchmarking both

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                                                                                                                                                                                                                                                                                                                                  docsby tensorflow

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                                                                                                                                                                                                                                                                                                                                  TensorFlow documentation

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                                                                                                                                                                                                                                                                                                                                            vosk-apiby alphacep

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                                                                                                                                                                                                                                                                                                                                            Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

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                                                                                                                                                                                                                                                                                                                                                      lamaby advimman

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                                                                                                                                                                                                                                                                                                                                                      🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

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                                                                                                                                                                                                                                                                                                                                                                pyprobmlby probml

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                                                                                                                                                                                                                                                                                                                                                                Python code for "Probabilistic Machine learning" book by Kevin Murphy

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                                                                                                                                                                                                                                                                                                                                                                          cocoapiby cocodataset

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                                                                                                                                                                                                                                                                                                                                                                          COCO API - Dataset @ http://cocodataset.org/

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                                                                                                                                                                                                                                                                                                                                                                                    tensorflow_tutorialsby pkmital

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                                                                                                                                                                                                                                                                                                                                                                                    From the basics to slightly more interesting applications of Tensorflow

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                                                                                                                                                                                                                                                                                                                                                                                              Data-Analysis-and-Machine-Learning-Projectsby rhiever

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                                                                                                                                                                                                                                                                                                                                                                                              Repository of teaching materials, code, and data for my data analysis and machine learning projects.

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                                                                                                                                                                                                                                                                                                                                                                                                        dlaicourseby lmoroney

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                                                                                                                                                                                                                                                                                                                                                                                                        Notebooks for learning deep learning

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                                                                                                                                                                                                                                                                                                                                                                                                                  t81_558_deep_learningby jeffheaton

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                                                                                                                                                                                                                                                                                                                                                                                                                  Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

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                                                                                                                                                                                                                                                                                                                                                                                                                            neuraltalk2by karpathy

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                                                                                                                                                                                                                                                                                                                                                                                                                            Efficient Image Captioning code in Torch, runs on GPU

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                                                                                                                                                                                                                                                                                                                                                                                                                                      coursesby fastai

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                                                                                                                                                                                                                                                                                                                                                                                                                                      fast.ai Courses

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Practical_RLby yandexdataschool

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                                                                                                                                                                                                                                                                                                                                                                                                                                                A course in reinforcement learning in the wild

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          microgradby karpathy

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ml-coursera-python-assignmentsby dibgerge

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              open_clipby mlfoundations

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              An open source implementation of CLIP.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        skorchby skorch-dev

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A scikit-learn compatible neural network library that wraps PyTorch

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Yet-Another-EfficientDet-Pytorchby zylo117

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            tpuby tensorflow

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Reference models and tools for Cloud TPUs.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      aima-pythonby aimacode
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                facetsby PAIR-code
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Visualizations for machine learning datasets
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          deep-learning-courseraby Kulbear
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Deep Learning Specialization by Andrew Ng on Coursera.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    100daysby coells
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    100 days of algorithms
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              LearnPythonby xianhu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              以撸代码的形式学习Python
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        python-machine-learning-book-2nd-editionby rasbt
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        The "Python Machine Learning (2nd edition)" book code repository and info resource
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  industry-machine-learningby firmai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            training-data-analystby GoogleCloudPlatform
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Labs and demos for courses for GCP Training (http://cloud.google.com/training).
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      introduction_to_ml_with_pythonby amueller
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Notebooks and code for the book "Introduction to Machine Learning with Python"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                notes-pythonby lijin-THU
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                中文 Python 笔记
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dreambooth-Stable-Diffusionby XavierXiao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    easy-rlby datawhalechina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DensePoseby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        pytorch-Deep-Learningby Atcold
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Deep Learning (with PyTorch)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Grokking-Deep-Learningby iamtrask
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  this repository accompanies the book "Grokking Deep Learning"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Stock-Prediction-Modelsby huseinzol05
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      python-docs-samplesby GoogleCloudPlatform
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Code samples used on cloud.google.com
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                TensorFlow-2.x-Tutorialsby dragen1860
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          h2o-3by h2oai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    introtodeeplearningby aamini
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Lab Materials for MIT 6.S191: Introduction to Deep Learning
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pyby codebasics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Repository to store sample python programs for python learning
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        pandas-cookbookby jvns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Recipes for using Python's pandas library
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  tensorflow_cookbookby nfmcclure
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Code for Tensorflow Machine Learning Cookbook
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            swiftby tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Swift for TensorFlow
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      self-driving-carby udacity
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The Udacity open source self-driving car project
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                mlbookcamp-codeby alexeygrigorev
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The code from the Machine Learning Bookcamp book and a free course based on the book
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 6054dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          modelsby onnx
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A collection of pre-trained, state-of-the-art models in the ONNX format
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    TensorFlow-Tutorialsby nlintz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Simple tutorials using Google's TensorFlow Framework
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              mmsegmentationby open-mmlab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        automlby google
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Google Brain AutoML
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  qloraby artidoro
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  QLoRA: Efficient Finetuning of Quantized LLMs
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            cleverhansby cleverhans-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            An adversarial example library for constructing attacks, building defenses, and benchmarking both
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      docsby tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      TensorFlow documentation
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                vosk-apiby alphacep
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          lamaby advimman
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pyprobmlby probml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python code for "Probabilistic Machine learning" book by Kevin Murphy
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              cocoapiby cocodataset
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              COCO API - Dataset @ http://cocodataset.org/
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        tensorflow_tutorialsby pkmital
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        From the basics to slightly more interesting applications of Tensorflow
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Data-Analysis-and-Machine-Learning-Projectsby rhiever
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Repository of teaching materials, code, and data for my data analysis and machine learning projects.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            dlaicourseby lmoroney
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Notebooks for learning deep learning
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      t81_558_deep_learningby jeffheaton
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                neuraltalk2by karpathy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Efficient Image Captioning code in Torch, runs on GPU
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          coursesby fastai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          fast.ai Courses
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Practical_RLby yandexdataschool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A course in reinforcement learning in the wild
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
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