Github | 深度学习框架有哪些?

2019/11/26 19:30
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https://github.com/Sophia-11/Deep-Learning-Highlights/


  1. Deepnet

  2. Deeppy

  3. JavaNN

  4. hebel

  5. Mocha.jl

  6. OpenDL

  7. cuDNN

  8. MGL

  9. Knet.jl

  10. Nvidia DIGITS - a web app based on Caffe

  11. Neon - Python based Deep Learning Framework

  12. Keras - Theano based Deep Learning Library

  13. Chainer - A flexible framework of neural networks for deep learning

  14. RNNLM Toolkit

  15. RNNLIB - A recurrent neural network library

  16. char-rnn

  17. MatConvNet: CNNs for MATLAB

  18. Minerva - a fast and flexible tool for deep learning on multi-GPU

  19. Brainstorm - Fast, flexible and fun neural networks.

  20. Tensorflow - Open source software library for numerical computation using data flow graphs

  21. Caffe

  22. Torch7

  23. Theano

  24. cuda-convnet

  25. convetjs

  26. Ccv

  27. NuPIC

  28. DeepLearning4J

  29. Brain

  30. DeepLearnToolbox

  31. DMTK - Microsoft Distributed Machine Learning Tookit

  32. Scikit Flow - Simplified interface for TensorFlow (mimicking Scikit Learn)

  33. MXnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning framework

  34. Veles - Samsung Distributed machine learning platform

  35. Marvin - A Minimalist GPU-only N-Dimensional ConvNets Framework

  36. Apache SINGA - A General Distributed Deep Learning Platform

  37. DSSTNE - Amazon's library for building Deep Learning models

  38. SyntaxNet - Google's syntactic parser - A TensorFlow dependency library

  39. mlpack - A scalable Machine Learning library

  40. Torchnet - Torch based Deep Learning Library

  41. Paddle - PArallel Distributed Deep LEarning by Baidu

  42. NeuPy - Theano based Python library for ANN and Deep Learning

  43. Lasagne - a lightweight library to build and train neural networks in Theano

  44. nolearn - wrappers and abstractions around existing neural network libraries, most notably Lasagne

  45. Sonnet - a library for constructing neural networks by Google's DeepMind

  46. PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

  47. CNTK - Microsoft Cognitive Toolkit

  48. Serpent.AI - Game agent framework: Use any video game as a deep learning sandbox

  49. Caffe2 - A New Lightweight, Modular, and Scalable Deep Learning Framework

  50. deeplearn.js - Hardware-accelerated deep learning and linear algebra (NumPy) library for the web

END

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