Jeffery Ye's repositories
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
intro-to-tensorflow
This is an introduction to tensorflow
aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
Data-Science-45min-Intros
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
Deep-Learning-TensorFlow
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
DeepFace
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
DeepLearningBook
MIT Deep Learning Book in PDF format
dl-setup
Instructions for setting up the software on your deep learning machine
fast-rcnn-torch
Fast R-CNN Torch Implementation
ipython-notebooks
A collection of IPython notebooks covering various topics.
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
keras-resnet
Residual networks implementation using Keras-1.0 functional API
lightlda
Distributed LDA, takes raw text as input and outputs topic word table.
lstm-char-cnn-tensorflow
LSTM language model with CNN over characters in TensorFlow
memn2n
End-To-End Memory Network using Tensorflow
nlp-datasets
A list of datasets/corpora for NLP tasks, in reverse chronological order.
pixel_rnn
Working Theano implementation of Pixel RNN on MNIST.
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
python_reference
Useful functions, tutorials, and other Python-related things
resnet-1k-layers
Deep Residual Networks with 1K Layers
SentenceSim
中文短文句相似读
sequence_gan
Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
SparkNet
Distributed Neural Networks for Spark
SpectralLDA-TensorSpark
Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.
stochastic_depth_keras
Rewriting code for "Deep Networks with Stochastic Depth" http://arxiv.org/abs/1603.09382 in keras
wide-residual-networks
95.8% and 80% on CIFAR-10 and CIFAR-100
Yelp
Yelp Restaurant Photo Classification - Kaggle competition