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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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The simplest, fastest repository for training/finetuning medium-sized GPTs.
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homemade-machine-learningby trekhleb
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🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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Let us control diffusion models!
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A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
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PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
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pytorch-CycleGAN-and-pix2pixby junyanz
Python 
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Image-to-Image Translation in PyTorch
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Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
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Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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deep-learning-with-python-notebooksby fchollet
Jupyter Notebook 
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Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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Dive-into-DL-PyTorchby ShusenTang
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本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
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MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.
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deep-learning-for-image-processingby WZMIAOMIAO
Python 
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deep learning for image processing including classification and object-detection etc.
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《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
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:satellite: Simple and ready-to-use tutorials for TensorFlow
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deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
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Swift Featured Projects in brain Mapping
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A collection of various deep learning architectures, models, and tips
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🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
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CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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Instruct-tune LLaMA on consumer hardware
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A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.
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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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lightningby Lightning-AI
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Python
23703
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pytorch-image-modelsby rwightman
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
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23581
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jaxby google
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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23518
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llamaby facebookresearch
Inference code for LLaMA models
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23409
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FastChatby lm-sys
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
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23171
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netronby lutzroeder
Visualizer for neural network, deep learning, and machine learning models
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spleeterby deezer
Deezer source separation library including pretrained models.
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22739
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faissby facebookresearch
A library for efficient similarity search and clustering of dense vectors.
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22571
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ML-From-Scratchby eriklindernoren
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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22189
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mediapipeby google
Cross-platform, customizable ML solutions for live and streaming media.
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22156
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nanoGPTby karpathy
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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21925
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barkby suno-ai
🔊 Text-Prompted Generative Audio Model
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homemade-machine-learningby trekhleb
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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JARVISby microsoft
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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21004
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ControlNetby lllyasviel
Let us control diffusion models!
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examplesby pytorch
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
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20436
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Paddleby PaddlePaddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
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20416
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pytorch-CycleGAN-and-pix2pixby junyanz
Image-to-Image Translation in PyTorch
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20095
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incubator-mxnetby apache
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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19901
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100-Days-Of-ML-Codeby MLEveryday
100-Days-Of-ML-Code中文版
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shapby slundberg
A game theoretic approach to explain the output of any machine learning model.
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gradioby gradio-app
Create UIs for your machine learning model in Python in 3 minutes
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learnopencvby spmallick
Learn OpenCV : C++ and Python Examples
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fastbookby fastai
The fastai book, published as Jupyter Notebooks
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jinaby jina-ai
🔮 Build multimodal AI services via cloud native technologies
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18565
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magentaby magenta
Magenta: Music and Art Generation with Machine Intelligence
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d2l-enby d2l-ai
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
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18147
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pytorch-lightningby PyTorchLightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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18124
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pytorch_geometricby pyg-team
Graph Neural Network Library for PyTorch
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17870
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Summer2024-Internshipsby pittcsc
Collection of Summer 2023 & Summer 2024 tech internships!
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CNTKby microsoft
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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ncnnby Tencent
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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17348
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deep-learning-with-python-notebooksby fchollet
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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fairseqby pytorch
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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16692
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Dive-into-DL-PyTorchby ShusenTang
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Jupyter Notebook
16657
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mindsdbby mindsdb
MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.
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16605
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deep-learning-for-image-processingby WZMIAOMIAO
deep learning for image processing including classification and object-detection etc.
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16450
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nndl.github.ioby nndl
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
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TensorFlow-Courseby instillai
:satellite: Simple and ready-to-use tutorials for TensorFlow
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deeplearning_ai_booksby fengdu78
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
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SwiftGuideby ipader
Swift Featured Projects in brain Mapping
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deeplearning-modelsby rasbt
A collection of various deep learning architectures, models, and tips
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diffusersby huggingface
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
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15705
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CLIPby openai
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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alpaca-loraby tloen
Instruct-tune LLaMA on consumer hardware
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minGPTby karpathy
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
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15541
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babyagiby yoheinakajima
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text-generation-webuiby oobabooga
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.
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15298
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LightGBMby microsoft
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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15042
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onnxby onnx
Open standard for machine learning interoperability
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14935
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