Automatically updated by Last updated: 04/01/2021, Has been updated for 126 days.
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๐Ÿ”ฅ Stars ๐ŸŒ Dependent Packages / Repos ๐Ÿ“ Last Commit / Release
  1. Tensorflow ๐Ÿ”ฅ 155k ๐ŸŒ 128k / + 127,725 An Open Source Machine Learning Framework for Everyone ๐Ÿ“ 2 days ago / 3 months ago
  2. Keras ๐Ÿ”ฅ 51k Deep Learning for humans ๐Ÿ“ 3 days ago / 10 months ago
  3. PyTorch ๐Ÿ”ฅ 47.5k ๐ŸŒ 67.8k / + 67,787 Tensors and Dynamic neural networks in Python with strong GPU acceleration ๐Ÿ“ 2 days ago / 21 days ago
  4. Caffe ๐Ÿ”ฅ 31.6k Caffe: a fast open framework for deep learning. ๐Ÿ“ a year ago / 4 years ago
  5. MXnet ๐Ÿ”ฅ 19.4k ๐ŸŒ 1.9k / + 1,862 Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more ๐Ÿ“ 3 days ago / a month ago
  6. CNTK ๐Ÿ”ฅ 17k Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit ๐Ÿ“ a year ago / 2 years ago
  7. Paddle ๐Ÿ”ฅ 14.8k ๐ŸŒ 465 / + 457 PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice ๏ผˆใ€Ž้ฃžๆกจใ€ๆ ธๅฟƒๆก†ๆžถ๏ผŒๆทฑๅบฆๅญฆไน &ๆœบๅ™จๅญฆไน ้ซ˜ๆ€ง่ƒฝๅ•ๆœบใ€ๅˆ†ๅธƒๅผ่ฎญ็ปƒๅ’Œ่ทจๅนณๅฐ้ƒจ็ฝฒ๏ผ‰ ๐Ÿ“ 3 days ago / a month ago
  8. DeepLearning4J ๐Ÿ”ฅ 12k ๐ŸŒ 5 Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark ๐Ÿ“ 4 days ago
  9. char-rnn ๐Ÿ”ฅ 10.6k Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch ๐Ÿ“ 5 years ago
  10. convetjs ๐Ÿ”ฅ 10.2k Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. ๐Ÿ“ 4 years ago / 7 years ago
  11. Theano ๐Ÿ”ฅ 9.4k ๐ŸŒ 10.4k / + 10,428 Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. ๐Ÿ“ 2 days ago
  12. Sonnet ๐Ÿ”ฅ 8.8k ๐ŸŒ 536 / + 528 TensorFlow-based neural network library ๐Ÿ“ a month ago / a year ago
  13. Torch7 ๐Ÿ”ฅ 8.6k ๐Ÿ“ 2 years ago
  14. deeplearn.js ๐Ÿ”ฅ 8.5k ๐ŸŒ 11.4k / + 11,432 WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. ๐Ÿ“ 2 years ago / 3 years ago
  15. Caffe2 ๐Ÿ”ฅ 8.4k Caffe2 is a lightweight, modular, and scalable deep learning framework. ๐Ÿ“ 3 years ago / 4 years ago
  16. Brain ๐Ÿ”ฅ 8k ๐ŸŒ 470 / + 462 [UNMAINTAINED] Simple feed-forward neural network in JavaScript ๐Ÿ“ 3 years ago
  17. albumentations ๐Ÿ”ฅ 7.7k ๐ŸŒ 3.1k / + 3,133 Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: Paper about the library: ๐Ÿ“ 13 days ago / 5 months ago
  18. Ccv ๐Ÿ”ฅ 6.8k C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library ๐Ÿ“ 4 days ago
  19. TVM ๐Ÿ”ฅ 6.5k Open deep learning compiler stack for cpu, gpu and specialized accelerators ๐Ÿ“ 3 days ago / 6 months ago
  20. Trax ๐Ÿ”ฅ 6k ๐ŸŒ 26 / + 18 Trax โ€” Deep Learning with Clear Code and Speed ๐Ÿ“ 3 days ago / 4 months ago
  21. Serpent.AI ๐Ÿ”ฅ 5.9k Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own! ๐Ÿ“ a year ago
  22. Chainer ๐Ÿ”ฅ 5.6k ๐ŸŒ 2k / + 1,980 A flexible framework of neural networks for deep learning ๐Ÿ“ 2 months ago / 3 months ago
  23. DSSTNE ๐Ÿ”ฅ 4.4k Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models ๐Ÿ“ a year ago
  24. Nvidia DIGITS ๐Ÿ”ฅ 4k Deep Learning GPU Training System ๐Ÿ“ a year ago / 3 years ago
  25. Neon ๐Ÿ”ฅ 3.9k ๐ŸŒ 44 / + 36 Intelยฎ Nervanaโ„ข reference deep learning framework committed to best performance on all hardware ๐Ÿ“ 2 years ago / 3 years ago
  26. Lasagne ๐Ÿ”ฅ 3.8k ๐ŸŒ 785 / + 777 Lightweight library to build and train neural networks in Theano ๐Ÿ“ a year ago / 6 years ago
  27. DeepLearnToolbox ๐Ÿ”ฅ 3.6k Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started. ๐Ÿ“ 5 years ago
  28. mlpack ๐Ÿ”ฅ 3.6k mlpack: a scalable C++ machine learning library -- ๐Ÿ“ 3 days ago / 6 months ago
  29. Scikit Flow ๐Ÿ”ฅ 3.2k ๐ŸŒ 52 / + 44 Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning ๐Ÿ“ 4 years ago / 5 years ago
  30. TensorForce ๐Ÿ”ฅ 2.9k Tensorforce: a TensorFlow library for applied reinforcement learning ๐Ÿ“ 5 days ago / 24 days ago
  31. DMTK ๐Ÿ”ฅ 2.8k Microsoft Distributed Machine Learning Toolkit ๐Ÿ“ 4 years ago
  32. Catalyst ๐Ÿ”ฅ 2.5k Accelerated deep learning R&D ๐Ÿ“ 4 days ago / 18 days ago
  33. Apache SINGA ๐Ÿ”ฅ 2.2k ๐ŸŒ 1 a distributed deep learning platform ๐Ÿ“ 3 months ago / a year ago
  34. Coach ๐Ÿ”ฅ 2k Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms ๐Ÿ“ 2 months ago / 2 years ago
  35. Feast ๐Ÿ”ฅ 1.7k ๐ŸŒ 8 Feature Store for Machine Learning ๐Ÿ“ 3 days ago / 3 months ago
  36. PyTorch Geometric Temporal ๐Ÿ”ฅ 1.7k ๐ŸŒ 8 Feature Store for Machine Learning ๐Ÿ“ 3 days ago / 3 months ago
  37. Flax ๐Ÿ”ฅ 1.6k Flax is a neural network ecosystem for JAX that is designed for flexibility. ๐Ÿ“ 3 days ago / 15 days ago
  38. Deeppy ๐Ÿ”ฅ 1.3k Deep learning in Python
  39. Mocha.jl ๐Ÿ”ฅ 1.3k Deep Learning framework for Julia ๐Ÿ“ 2 years ago
  40. Knet.jl ๐Ÿ”ฅ 1.3k Koรง University deep learning framework. ๐Ÿ“ 16 days ago / a month ago
  41. MatConvNet: CNNs for MATLAB ๐Ÿ”ฅ 1.3k MatConvNet: CNNs for MATLAB ๐Ÿ“ 3 years ago
  42. Brainstorm ๐Ÿ”ฅ 1.3k ๐ŸŒ 6 Fast, flexible and fun neural networks. ๐Ÿ“ 4 years ago
  43. JavaNN ๐Ÿ”ฅ 1.2k java deep learning algorithms and deep neural networks with gpu acceleration
  44. hebel ๐Ÿ”ฅ 1.2k ๐ŸŒ 2 GPU-Accelerated Deep Learning Library in Python ๐Ÿ“ 6 years ago
  45. Karate Club ๐Ÿ”ฅ 1.2k ๐ŸŒ 32 / + 24 Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) ๐Ÿ“ 4 days ago / 17 days ago
  46. garage ๐Ÿ”ฅ 1.1k ๐ŸŒ 15 / + 7 A toolkit for reproducible reinforcement learning research. ๐Ÿ“ 3 days ago / 7 months ago
  47. Torchnet ๐Ÿ”ฅ 999 Torch on steroids
  48. nolearn ๐Ÿ”ฅ 940 ๐ŸŒ 360 / + 352 Combines the ease of use of scikit-learn with the power of Theano/Lasagne ๐Ÿ“ a year ago
  49. Veles ๐Ÿ”ฅ 888 Distributed machine learning platform
  50. Deepnet ๐Ÿ”ฅ 879 Implementation of some deep learning algorithms. ๐Ÿ“ 7 years ago
  51. RNNLIB ๐Ÿ”ฅ 846 RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work ๐Ÿ“ 3 years ago
  52. lightly ๐Ÿ”ฅ 732 ๐ŸŒ 11 / + 3 A python library for self-supervised learning on images. ๐Ÿ“ 3 days ago / 15 days ago
  53. cuda-convnet ๐Ÿ”ฅ 693 Automatically exported from
  54. Minerva ๐Ÿ”ฅ 677 Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy. ๐Ÿ“ 6 years ago
  55. NeuPy ๐Ÿ”ฅ 674 ๐ŸŒ 99 / + 91 NeuPy is a Tensorflow based python library for prototyping and building neural networks ๐Ÿ“ 2 years ago / 2 years ago
  56. Detecto ๐Ÿ”ฅ 451 ๐ŸŒ 38 / + 30 Build fully-functioning computer vision models with PyTorch ๐Ÿ“ a month ago / a month ago
  57. Hopsworks ๐Ÿ”ฅ 451 Hopsworks - Data-Intensive AI platform with a Feature Store ๐Ÿ“ 6 days ago / 6 days ago
  58. Marvin ๐Ÿ”ฅ 415 Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework
  59. Neuraxle ๐Ÿ”ฅ 397 ๐ŸŒ 18 / + 10 A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily. ๐Ÿ“ 16 days ago / 2 months ago
  60. MGL ๐Ÿ”ฅ 279 Common Lisp machine learning library. ๐Ÿ“ a year ago
  61. NuPIC ๐Ÿ”ฅ 266 Implementation of core NuPIC algorithms in C++ (under construction)
  62. OpenDL ๐Ÿ”ฅ 218 The Deep Learning training framework on Spark
  63. RNNLM Toolkit ๐Ÿ”ฅ 122 Recurrent Neural Network Language Modeling (RNNLM) Toolkit
  64. Synapses ๐Ÿ”ฅ 45 ๐ŸŒ 2 A lightweight library for neural networks that runs anywhere ๐Ÿ“ 17 days ago
  65. QuickVision ๐Ÿ”ฅ 44 An Easy To Use PyTorch Computer Vision Library ๐Ÿ“ 9 days ago / 9 days ago
  66. cuDNN
  67. SyntaxNet
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