yjcelly's repositories
attention-lvcsr
End-to-End Attention-Based Large Vocabulary Speech Recognition
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
datasciencecoursera
the empty repo for data science of coursera
datasharing
The Leek group guide to data sharing
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.
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
kaggle-galaxies
Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)
kaldi-lstm
C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA).
minerva
Minerva: a fast and flexible tool for deep learning. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy. Please refer to the examples to see how multi-GPU setting is used.
parameter_server
A distributed machine learning framework.
Practical_ML_writeup_week3
the week3 project for Practical Machine Learning
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
pylearn2
A Machine Learning library based on Theano
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
spark
Mirror of Apache Spark
spark-jobserver
REST job server for Spark
SparkInternals
Notes talking about the design and implementation of Apache Spark
test_data_mine
a simple test repo
third_party
depended libraries of parameter server
tiny-cnn
convolutional neural networks in C++11/TBB