Deep Learning Libraries - Page 1

An Open Source Machine Learning Framework for Everyone

C++ 175562Updated: 1 y ago License: Permissive (Apache-2.0)

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 104111Updated: 1 y ago License: Permissive (Apache-2.0)

Models and examples built with TensorFlow

Jupyter Notebook 75907Updated: 1 y ago License: Proprietary (Proprietary)

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 67874Updated: 1 y ago License: Proprietary (Proprietary)

Deep Learning for humans

Python 58594Updated: 1 y ago License: Permissive (Apache-2.0)

Deepfakes Software For All

Python 45815Updated: 1 y ago License: Strong Copyleft (GPL-3.0)

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

Python 44339Updated: 1 y ago License: Permissive (Apache-2.0)

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Jupyter Notebook 42795Updated: 1 y ago License: Proprietary (Proprietary)

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Python 42399Updated: 1 y ago License: Proprietary (Proprietary)

DeepFaceLab is the leading software for creating deepfakes.

Python 40567Updated: 1 y ago License: Strong Copyleft (GPL-3.0)

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Python 39392Updated: 1 y ago License: Strong Copyleft (AGPL-3.0)

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 35363Updated: 1 y ago License: No License (No License)

Caffe: a fast open framework for deep learning.

C++ 33414Updated: 1 y ago License: Proprietary (Proprietary)

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

Python 31086Updated: 1 y ago License: Permissive (Apache-2.0)

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Python 31033Updated: 3 y ago License: Proprietary (Proprietary)

Making large AI models cheaper, faster and more accessible

Python 30259Updated: 1 y ago License: Permissive (Apache-2.0)

Google Research

Jupyter Notebook 29775Updated: 1 y ago License: Permissive (Apache-2.0)

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Python 29611Updated: 1 y ago License: Proprietary (Proprietary)

Learn how to responsibly deliver value with ML.

Jupyter Notebook 27762Updated: 3 y ago License: Permissive (MIT)

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

C++ 27295Updated: 1 y ago License: Proprietary (Proprietary)

PyTorch Tutorial for Deep Learning Researchers

Python 26754Updated: 1 y ago License: Permissive (MIT)

AI-Powered Photos App for the Decentralized Web 🌈💎✨

Go 26436Updated: 1 y ago License: Proprietary (Proprietary)

💫 Industrial-strength Natural Language Processing (NLP) in Python

Python 26383Updated: 1 y ago License: Permissive (MIT)

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

Python 26173Updated: 1 y ago License: Permissive (Apache-2.0)

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 25854Updated: 1 y ago License: Permissive (Apache-2.0)

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Python 25807Updated: 1 y ago License: Permissive (Apache-2.0)

Roadmap to becoming an Artificial Intelligence Expert in 2022

JavaScript 25798Updated: 1 y ago License: Permissive (MIT)

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 25641Updated: 1 y ago License: Permissive (MIT)

Streamlit — A faster way to build and share data apps.

Python 25315Updated: 1 y ago License: Permissive (Apache-2.0)

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Python 25211Updated: 1 y ago License: Permissive (Apache-2.0)

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Python 25193Updated: 1 y ago License: Proprietary (Proprietary)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Jupyter Notebook 25017Updated: 1 y ago License: Permissive (Apache-2.0)

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 24957Updated: 1 y ago License: Permissive (Apache-2.0)

OpenMMLab Detection Toolbox and Benchmark

Python 24583Updated: 1 y ago License: Permissive (Apache-2.0)

Convolutional Neural Networks

C 24296Updated: 1 y ago License: Proprietary (Proprietary)

The fastai deep learning library

Jupyter Notebook 23959Updated: 1 y ago License: Permissive (Apache-2.0)

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Python 23581Updated: 2 y ago License: Permissive (Apache-2.0)

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 23518Updated: 1 y ago License: Permissive (Apache-2.0)

Visualizer for neural network, deep learning, and machine learning models

JavaScript 23143Updated: 1 y ago License: Permissive (MIT)

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Python 23124Updated: 1 y ago License: Proprietary (Proprietary)

Deezer source separation library including pretrained models.

Python 22739Updated: 1 y ago License: Permissive (MIT)

A library for efficient similarity search and clustering of dense vectors.

C++ 22571Updated: 1 y ago License: Permissive (MIT)

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.

Python 22189Updated: 1 y ago License: Permissive (MIT)

Cross-platform, customizable ML solutions for live and streaming media.

C++ 22156Updated: 1 y ago License: Permissive (Apache-2.0)

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

C++ 22108Updated: 1 y ago License: Weak Copyleft (MPL-2.0)

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Python 21677Updated: 1 y ago License: Permissive (MIT)

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 21396Updated: 1 y ago License: Permissive (MIT)

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Python 21091Updated: 1 y ago License: Permissive (BSD-3-Clause)

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Python 20436Updated: 1 y ago License: Permissive (BSD-3-Clause)

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）

C++ 20416Updated: 1 y ago License: Permissive (Apache-2.0)