Automatically updated by CyanHall.com. Last updated: 06/19/2021, Has been updated for 205 days.
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๐Ÿ”ฅ Stars ๐ŸŒ Dependent Packages / Repos ๐Ÿ“ Last Commit / Release
  1. Tensorflow ๐Ÿ”ฅ 157k ๐ŸŒ 141k / + 141,359 An Open Source Machine Learning Framework for Everyone ๐Ÿ“ 4 years ago / 4 years ago
  2. Keras ๐Ÿ”ฅ 51.8k Deep Learning for humans ๐Ÿ“ 4 years ago / 5 years ago
  3. PyTorch ๐Ÿ”ฅ 49.1k ๐ŸŒ 79.8k / + 79,790 Tensors and Dynamic neural networks in Python with strong GPU acceleration ๐Ÿ“ 4 years ago / 4 years ago
  4. Caffe ๐Ÿ”ฅ 31.7k Caffe: a fast open framework for deep learning. ๐Ÿ“ 5 years ago / 8 years ago
  5. MXnet ๐Ÿ”ฅ 19.5k ๐ŸŒ 2.1k / + 2,069 Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more ๐Ÿ“ 4 years ago / 4 years ago
  6. CNTK ๐Ÿ”ฅ 17k Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit ๐Ÿ“ 5 years ago / 6 years ago
  7. Paddle ๐Ÿ”ฅ 15.9k ๐ŸŒ 1k / + 1,011 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“ 4 years ago / 4 years ago
  8. DeepLearning4J ๐Ÿ”ฅ 12.1k ๐ŸŒ 6 Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark ๐Ÿ“ 4 years ago
  9. char-rnn ๐Ÿ”ฅ 10.6k Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch ๐Ÿ“ 9 years ago
  10. convetjs ๐Ÿ”ฅ 10.2k Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. ๐Ÿ“ 8 years ago / 11 years ago
  11. Theano ๐Ÿ”ฅ 9.4k ๐ŸŒ 11k / + 10,987 Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara ๐Ÿ“ 4 years ago
  12. Sonnet ๐Ÿ”ฅ 8.9k ๐ŸŒ 590 / + 582 TensorFlow-based neural network library ๐Ÿ“ 4 years ago / 5 years ago
  13. Torch7 ๐Ÿ”ฅ 8.6k http://torch.ch ๐Ÿ“ 6 years ago
  14. deeplearn.js ๐Ÿ”ฅ 8.5k ๐ŸŒ 12.5k / + 12,480 WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. ๐Ÿ“ 6 years ago / 7 years ago
  15. Caffe2 ๐Ÿ”ฅ 8.4k Caffe2 is a lightweight, modular, and scalable deep learning framework. ๐Ÿ“ 7 years ago / 8 years ago
  16. albumentations ๐Ÿ”ฅ 8.2k ๐ŸŒ 4k / + 3,952 Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 ๐Ÿ“ 4 years ago / 4 years ago
  17. Brain ๐Ÿ”ฅ 8k ๐ŸŒ 473 / + 465 [UNMAINTAINED] Simple feed-forward neural network in JavaScript ๐Ÿ“ 7 years ago
  18. Ccv ๐Ÿ”ฅ 6.8k C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library ๐Ÿ“ 4 years ago
  19. TVM ๐Ÿ”ฅ 6.8k Open deep learning compiler stack for cpu, gpu and specialized accelerators ๐Ÿ“ 4 years ago / 5 years ago
  20. Trax ๐Ÿ”ฅ 6.3k ๐ŸŒ 28 / + 20 Trax โ€” Deep Learning with Clear Code and Speed ๐Ÿ“ 4 years ago / 4 years ago
  21. Serpent.AI ๐Ÿ”ฅ 6k Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own! ๐Ÿ“ 5 years ago
  22. Chainer ๐Ÿ”ฅ 5.6k ๐ŸŒ 2.3k / + 2,246 A flexible framework of neural networks for deep learning ๐Ÿ“ 4 years ago / 4 years 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“ 5 years ago
  24. Nvidia DIGITS ๐Ÿ”ฅ 4k Deep Learning GPU Training System ๐Ÿ“ 5 years ago / 7 years ago
  25. Neon ๐Ÿ”ฅ 3.9k ๐ŸŒ 46 / + 38 Intelยฎ Nervanaโ„ข reference deep learning framework committed to best performance on all hardware ๐Ÿ“ 6 years ago / 7 years ago
  26. Lasagne ๐Ÿ”ฅ 3.8k ๐ŸŒ 808 / + 800 Lightweight library to build and train neural networks in Theano ๐Ÿ“ 5 years ago / 10 years ago
  27. mlpack ๐Ÿ”ฅ 3.7k mlpack: a scalable C++ machine learning library -- ๐Ÿ“ 4 years ago / 5 years ago
  28. 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“ 9 years ago
  29. Scikit Flow ๐Ÿ”ฅ 3.2k ๐ŸŒ 53 / + 45 Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning ๐Ÿ“ 8 years ago / 9 years ago
  30. TensorForce ๐Ÿ”ฅ 3k Tensorforce: a TensorFlow library for applied reinforcement learning
  31. DMTK ๐Ÿ”ฅ 2.8k Microsoft Distributed Machine Learning Toolkit ๐Ÿ“ 8 years ago
  32. Catalyst ๐Ÿ”ฅ 2.6k Accelerated deep learning R&D ๐Ÿ“ 4 years ago / 4 years ago
  33. Apache SINGA ๐Ÿ”ฅ 2.3k ๐ŸŒ 1 a distributed deep learning platform ๐Ÿ“ 4 years ago / 5 years 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“ 4 years ago / 6 years ago
  35. Feast ๐Ÿ”ฅ 2k ๐ŸŒ 15 / + 7 Feature Store for Machine Learning ๐Ÿ“ 4 years ago / 4 years ago
  36. PyTorch Geometric Temporal ๐Ÿ”ฅ 2k ๐ŸŒ 15 / + 7 Feature Store for Machine Learning ๐Ÿ“ 4 years ago / 4 years ago
  37. Flax ๐Ÿ”ฅ 1.9k Flax is a neural network library for JAX that is designed for flexibility. ๐Ÿ“ 4 years ago / 4 years ago
  38. Deeppy ๐Ÿ”ฅ 1.3k Deep learning in Python ๐Ÿ“ 9 years ago
  39. Mocha.jl ๐Ÿ”ฅ 1.3k Deep Learning framework for Julia ๐Ÿ“ 6 years ago
  40. Knet.jl ๐Ÿ”ฅ 1.3k Koรง University deep learning framework. ๐Ÿ“ 4 years ago / 4 years ago
  41. MatConvNet: CNNs for MATLAB ๐Ÿ”ฅ 1.3k MatConvNet: CNNs for MATLAB ๐Ÿ“ 7 years ago
  42. Brainstorm ๐Ÿ”ฅ 1.3k Fast, flexible and fun neural networks. ๐Ÿ“ 8 years ago
  43. Karate Club ๐Ÿ”ฅ 1.3k ๐ŸŒ 43 / + 35 Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) ๐Ÿ“ 4 years ago / 4 years ago
  44. JavaNN ๐Ÿ”ฅ 1.2k java deep learning algorithms and deep neural networks with gpu acceleration ๐Ÿ“ 7 years ago
  45. hebel ๐Ÿ”ฅ 1.2k GPU-Accelerated Deep Learning Library in Python ๐Ÿ“ 10 years ago
  46. garage ๐Ÿ”ฅ 1.2k ๐ŸŒ 17 / + 9 A toolkit for reproducible reinforcement learning research. ๐Ÿ“ 4 years ago / 5 years ago
  47. lightly ๐Ÿ”ฅ 1k ๐ŸŒ 14 / + 6 A python library for self-supervised learning on images. ๐Ÿ“ 4 years ago / 4 years ago
  48. Torchnet ๐Ÿ”ฅ 997 Torch on steroids ๐Ÿ“ 7 years ago
  49. nolearn ๐Ÿ”ฅ 941 Combines the ease of use of scikit-learn with the power of Theano/Lasagne ๐Ÿ“ 5 years ago
  50. Veles ๐Ÿ”ฅ 893 Distributed machine learning platform ๐Ÿ“ 8 years ago
  51. Deepnet ๐Ÿ”ฅ 882 Implementation of some deep learning algorithms. ๐Ÿ“ 11 years ago
  52. RNNLIB ๐Ÿ”ฅ 849 RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/ ๐Ÿ“ 7 years ago
  53. cuda-convnet ๐Ÿ”ฅ 697 Automatically exported from code.google.com/p/cuda-convnet2 ๐Ÿ“ 9 years ago
  54. NeuPy ๐Ÿ”ฅ 683 ๐ŸŒ 110 / + 102 NeuPy is a Tensorflow based python library for prototyping and building neural networks ๐Ÿ“ 6 years ago / 6 years ago
  55. Minerva ๐Ÿ”ฅ 679 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“ 10 years ago
  56. Hopsworks ๐Ÿ”ฅ 525 Hopsworks - Data-Intensive AI platform with a Feature Store ๐Ÿ“ 4 years ago / 4 years ago
  57. Detecto ๐Ÿ”ฅ 479 ๐ŸŒ 48 / + 40 Build fully-functioning computer vision models with PyTorch ๐Ÿ“ 4 years ago / 4 years ago
  58. Neuraxle ๐Ÿ”ฅ 422 ๐ŸŒ 20 / + 12 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“ 4 years ago / 4 years ago
  59. Marvin ๐Ÿ”ฅ 414 Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework
  60. MGL ๐Ÿ”ฅ 286 Common Lisp machine learning library. ๐Ÿ“ 5 years ago
  61. NuPIC ๐Ÿ”ฅ 267 Implementation of core NuPIC algorithms in C++ (under construction) ๐Ÿ“ 6 years ago / 7 years ago
  62. OpenDL ๐Ÿ”ฅ 217 The Deep Learning training framework on Spark
  63. RNNLM Toolkit ๐Ÿ”ฅ 122 Recurrent Neural Network Language Modeling (RNNLM) Toolkit ๐Ÿ“ 8 years ago
  64. Synapses ๐Ÿ”ฅ 50 ๐ŸŒ 2 A lightweight library for neural networks that runs anywhere ๐Ÿ“ 4 years ago
  65. QuickVision ๐Ÿ”ฅ 45 ๐ŸŒ 0 An Easy To Use PyTorch Computer Vision Library ๐Ÿ“ 4 years ago / 4 years ago
  66. cuDNN
  67. SyntaxNet
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