Xiaoyong Pan's repositories
dragnet
Just the facts -- web page content extraction
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
blog
for code created as part of http://studywolf.wordpress.com
keras-GAN
Generative Adversarial Networks with Keras
matplotlib2tikz
A converter that takes a matplotlib figure and spits out a TikZ/PGFplots figure for smooth integration into LaTeX.
tpot
A Python tool that automatically creates and optimizes Machine Learning pipelines using genetic programming.
CoolplaySpark
酷玩 Spark
skflow
Simplified interface for TensorFlow (mimicking Scikit Learn)
TensorFlow-Examples
Simple TensorFlow tutorials and code examples
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
convnet-benchmarks
Easy benchmarking of all public open-source implementations of convnets
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
pyFM
Factorization machines in python
visual-qa
Keras-based LSTM/CNN models for Visual Question Answering
mlp
Multilayer Perceptron Keras wrapper for sklearn
DeepBind
Training and testing of DeepBind models.
bayes_logistic
Bayesian Logistic Regression using Laplace approximations to the posterior.
Basset
Convolutional neural network analysis for predicting DNA sequence activity.
iONMF
Integrative orthogonal non-negative matrix factorization
pomegranate
Graphical models for Python, implemented in Cython for speed.
speech-language-processing
A curated list of speech and natural language processing resources
HeatmapGenerator
HeatmapGenerator is a graphical user interface software program written in C++, R, and OpenGL to create customized gene expression heatmaps from RNA-seq and microarray data in medical research. HeatmapGenerator can also be used to make heatmaps in a variety of other non-medical fields.
treeCl
Clustering phylogenetic trees with python
iwae
Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT