Wenlcheng Cheng's repositories
neural-vqa
CNN+LSTM model for Visual Question Answering
convnet-benchmarks
Easy benchmarking of all publicly accessible implementations of convnets
deep-residual-networks
Deep Residual Learning for Image Recognition
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
skflow
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
DataScienceResources
Open Source Data Science Resources.
CNN-tutorial
Using python to implement CNN
face_detection_tool
The tool is used for analyzing the face detection results
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
elephas
Deep learning on Spark with Keras
Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
spark-cs190.1x
Working of CS190.1x, Scalable Machine Learning
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
admm-1
ADMM on Apache Spark
awesome-courses
List of awesome university courses for learning Computer Science!
data-science-ipython-notebooks
Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes
deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs
udl
UDL provides a unified interface for Deep Learning libraries.
DeepLearnToolbox
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.
machine-learning
Demonstrates data munging, analysis and visualization techniques
keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
bci-challenge-ner-2015
Code and documentation for the winning solution at the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge
spark-finance
A library for financial and time series calculations on Apache Spark
awesome-computer-vision
A curated list of awesome computer vision resources
deep_q_rl
Theano-based implementation of Deep Q-learning