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🔥 星星数 🌐 依赖它的包 / 仓库 📝 上次提交 / 更新版本
  1. Tensorflow 🔥 154k 🌐 122k / + 122,252 An Open Source Machine Learning Framework for Everyone 📝 2 小时前 / 1 个月前
  2. Keras 🔥 50.8k Deep Learning for humans 📝 9 小时前 / 9 个月前
  3. PyTorch 🔥 46.7k 🌐 62.5k / + 62,490 Tensors and Dynamic neural networks in Python with strong GPU acceleration 📝 1 小时前 / 1 天前
  4. Caffe 🔥 31.4k Caffe: a fast open framework for deep learning. 📝 1 年前 / 4 年前
  5. MXnet 🔥 19.3k 🌐 1.8k / + 1,780 Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more 📝 3 小时前 / 3 天前
  6. CNTK 🔥 17k Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit 📝 1 年前 / 2 年前
  7. Paddle 🔥 14.5k 🌐 312 / + 304 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) 📝 17 小时前 / 1 个月前
  8. DeepLearning4J 🔥 12k 🌐 5 Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark 📝 1 小时前
  9. char-rnn 🔥 10.5k Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch 📝 5 年前
  10. convetjs 🔥 10.1k Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. 📝 4 年前 / 7 年前
  11. Theano 🔥 9.4k 🌐 10.2k / + 10,168 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. 📝 4 天前
  12. Sonnet 🔥 8.8k 🌐 501 / + 493 TensorFlow-based neural network library 📝 24 天前 / 1 年前
  13. Torch7 🔥 8.6k http://torch.ch 📝 2 年前
  14. deeplearn.js 🔥 8.5k 🌐 10.9k / + 10,900 WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. 📝 2 年前 / 3 年前
  15. Caffe2 🔥 8.4k Caffe2 is a lightweight, modular, and scalable deep learning framework.
  16. Brain 🔥 8k 🌐 467 / + 459 [UNMAINTAINED] Simple feed-forward neural network in JavaScript 📝 3 年前
  17. albumentations 🔥 7.4k 🌐 2.8k / + 2,750 Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125 📝 1 天前 / 3 个月前
  18. Ccv 🔥 6.8k C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library 📝 21 小时前
  19. TVM 🔥 6.4k Open deep learning compiler stack for cpu, gpu and specialized accelerators 📝 5 小时前 / 5 个月前
  20. Serpent.AI 🔥 5.9k Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own! 📝 9 个月前
  21. Trax 🔥 5.9k 🌐 22 / + 14 Trax — Deep Learning with Clear Code and Speed 📝 4 小时前 / 3 个月前
  22. Chainer 🔥 5.5k 🌐 1.9k / + 1,868 A flexible framework of neural networks for deep learning 📝 17 天前 / 2 个月前
  23. DSSTNE 🔥 4.4k Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models 📝 1 年前
  24. Nvidia DIGITS 🔥 4k Deep Learning GPU Training System 📝 1 年前 / 3 年前
  25. Neon 🔥 3.9k Intel® Nervana™ reference deep learning framework committed to best performance on all hardware 📝 2 年前 / 3 年前
  26. Lasagne 🔥 3.8k 🌐 770 / + 762 Lightweight library to build and train neural networks in Theano 📝 1 年前 / 6 年前
  27. DeepLearnToolbox 🔥 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. 📝 5 年前
  28. mlpack 🔥 3.6k mlpack: a scalable C++ machine learning library -- 📝 1 天前 / 4 个月前
  29. Scikit Flow 🔥 3.2k 🌐 52 / + 44 Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning 📝 4 年前 / 5 年前
  30. TensorForce 🔥 2.9k Tensorforce: a TensorFlow library for applied reinforcement learning 📝 6 天前 / 5 个月前
  31. DMTK 🔥 2.8k Microsoft Distributed Machine Learning Toolkit 📝 4 年前
  32. Catalyst 🔥 2.5k 🌐 303 / + 295 Accelerated deep learning R&D 📝 1 个月前 / 2 个月前
  33. Apache SINGA 🔥 2.2k 🌐 1 a distributed deep learning platform 📝 2 个月前 / 10 个月前
  34. Coach 🔥 1.9k Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms 📝 25 天前 / 2 年前
  35. Feast 🔥 1.5k 🌐 7 Feature Store for Machine Learning 📝 3 小时前 / 1 个月前
  36. PyTorch Geometric Temporal 🔥 1.5k 🌐 7 Feature Store for Machine Learning 📝 3 小时前 / 1 个月前
  37. Flax 🔥 1.5k Flax is a neural network ecosystem for JAX that is designed for flexibility. 📝 12 小时前 / 5 天前
  38. Deeppy 🔥 1.3k Deep learning in Python
  39. Mocha.jl 🔥 1.3k Deep Learning framework for Julia 📝 2 年前
  40. Knet.jl 🔥 1.3k Koç University deep learning framework. 📝 9 天前 / 3 个月前
  41. MatConvNet: CNNs for MATLAB 🔥 1.3k MatConvNet: CNNs for MATLAB 📝 3 年前
  42. Brainstorm 🔥 1.3k 🌐 6 Fast, flexible and fun neural networks. 📝 4 年前
  43. JavaNN 🔥 1.2k java deep learning algorithms and deep neural networks with gpu acceleration
  44. hebel 🔥 1.2k 🌐 2 GPU-Accelerated Deep Learning Library in Python 📝 6 年前
  45. Karate Club 🔥 1.2k 🌐 25 / + 17 Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) 📝 6 天前 / 1 个月前
  46. garage 🔥 1.1k 🌐 13 / + 5 A toolkit for reproducible reinforcement learning research. 📝 3 天前 / 6 个月前
  47. Torchnet 🔥 995 Torch on steroids
  48. nolearn 🔥 940 🌐 354 / + 346 Combines the ease of use of scikit-learn with the power of Theano/Lasagne 📝 1 年前
  49. Veles 🔥 890 Distributed machine learning platform
  50. Deepnet 🔥 874 Implementation of some deep learning algorithms. 📝 7 年前
  51. RNNLIB 🔥 846 RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/ 📝 3 年前
  52. cuda-convnet 🔥 688 Automatically exported from code.google.com/p/cuda-convnet2 📝 5 年前
  53. Minerva 🔥 676 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. 📝 6 年前
  54. NeuPy 🔥 667 🌐 99 / + 91 NeuPy is a Tensorflow based python library for prototyping and building neural networks 📝 2 年前 / 2 年前
  55. Detecto 🔥 441 🌐 37 / + 29 Build fully-functioning computer vision models with PyTorch 📝 3 个月前 / 4 个月前
  56. lightly 🔥 421 🌐 2 A python library for self-supervised learning on images. 📝 9 小时前 / 2 个月前
  57. Hopsworks 🔥 416 Hopsworks - Data-Intensive AI platform with a Feature Store 📝 2 天前 / 22 天前
  58. Marvin 🔥 415 Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework 📝 3 年前
  59. Neuraxle 🔥 376 🌐 17 / + 9 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. 📝 8 天前 / 8 天前
  60. MGL 🔥 272 Common Lisp machine learning library. 📝 10 个月前
  61. NuPIC 🔥 266 Implementation of core NuPIC algorithms in C++ (under construction)
  62. OpenDL 🔥 218 The Deep Learning training framework on Spark
  63. RNNLM Toolkit 🔥 122 Recurrent Neural Network Language Modeling (RNNLM) Toolkit 📝 3 年前
  64. Synapses 🔥 43 🌐 2 A lightweight library for neural networks that runs anywhere 📝 1 天前
  65. QuickVision 🔥 42 An Easy To Use PyTorch Computer Vision Library 📝 1 天前 / 3 个月前
  66. cuDNN
  67. SyntaxNet
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