jundengdeng

jundengdeng's Stars

• stephencwelch/Neural-Networks-Demystified

  Supporting code for short YouTube series Neural Networks Demystified.

  Language:Jupyter Notebook1.3k567

• torch/distro

  Torch installation in a self-contained folder

  Language:CMake559483

• edobashira/speech-language-processing

  A curated list of speech and natural language processing resources

  2.2k292

• apache/mxnet

  Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

  Language:C++20.8k6.8k

• torch/tutorials

  A series of machine learning tutorials for Torch7

  Language:Jupyter Notebook623312

• karpathy/char-rnn

  Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

  Language:Lua11.7k2.6k

• rudrapoudel/hello_ml

  Hello world examples of the Machine Learning algorithms.

  Language:Matlab71

• kuprel/pycaffe-recurrent

  IPython notebook for training multilayer LSTM and RNN networks with pycaffe

  Language:Python5312

• brotchie/torch-ubuntu-gpu-ec2-install

  Guide for installing Torch machine learning library onto a GPU EC2 instance running Ubuntu

  728

• DoctorTeeth/gru

  Minimal GRU implementation.

  Language:Python338

• NervanaSystems/neon

  Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

  Language:Python3.9k811

• HIPS/hypergrad

  Exploring differentiation with respect to hyperparameters

  Language:Python29571

• keras-team/keras

  Deep Learning for humans

  Language:Python62.3k19.5k

• tyiannak/pyAudioAnalysis

  Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

  Language:Python5.9k1.2k

• mila-iqia/blocks

  A Theano framework for building and training neural networks

  Language:Python1.2k349

• jbmouret/matplotlib_for_papers

  Handout for the tutorial "Creating publication-quality figures with matplotlib"

  Language:Jupyter Notebook2.1k305

• pybrain/pybrain

  Language:Python2.9k792

• yajiemiao/kaldipdnn

  Kaldi+PDNN: Building DNN-based ASR Systems with Kaldi and PDNN

  Language:Shell11939

• vlfeat/matconvnet

  MatConvNet: CNNs for MATLAB

  Language:Cuda1.4k749

• syhw/timit_tools

  tools around preparing TIMIT for HMM (with HTK) and deep learning (with Theano) methods

  Language:Python7840

• TorontoDeepLearning/convnet

  A GPU implementation of Convolutional Neural Nets in C++

  Language:Cuda507229

• Yaafe/Yaafe

  Audio features extraction

  Language:C++24443

• lisa-groundhog/GroundHog

  Library for implementing RNNs with Theano

  Language:Python601228

• nitishsrivastava/deepnet

  Implementation of some deep learning algorithms.

  Language:Python895438

• emacs-tw/awesome-emacs

  A community driven list of useful Emacs packages, libraries and other items.

  8.7k561