lqshixinlei/DeepLearningTutorial
Deep learning tutorial in Chinese/深度学习教程中文版
Discovered public repositories for lqshixinlei in the GitHub catalog.
Deep learning tutorial in Chinese/深度学习教程中文版
Public facing notes page
Facebook's extensions to torch/nn.
Facebook's CUDA extensions.
Facebook's extensions to torch/cunn.
Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.
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.
Modeling high-frequency limit order book dynamics with support vector machines
A GPU implementation of Convolutional Neural Nets in C++
FuzixOS: Because Small Is Beautiful
MatConvNet: CNNs for MATLAB
A curated list of awesome Machine Learning frameworks, libraries and software.
Public repository.
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
Public repository.
ADMM based large scale logistic regression
LASER-A Scalable Response Prediction Platform For Online Advertising
The winning solution to the The Higgs Boson Machine Learning Challenge.
A distributed optimization framework with parameter server
Code samples for my book "Neural Networks and Deep Learning"
Public repository.
Notes talking about the design and implementation of Apache Spark
A curated list of awesome big data frameworks, ressources and other awesomeness.
This repo includes my implementation of the programming assignments during my study of "Cousera - Introduction to Recommendation Systems" course.
好东西传送门
Non-parametric Bayesian in Python, including Indian buffet process (IBP), infinite Gaussian mixture model (IGMM), hierarchical Dirichlet process (HDP).
Dirichlet process mixture model code in Matlab. Sampling and variational.
Gibbs sampler 4 the Hierarchical Dirichlet Process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
A framework for large-scale machine learning and graph computation.
LeetCode题解,150道题完整版
Topic Modeling the Sarah Palin emails.
the best machine learning tutorials on the web
Public repository.
Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.
MLTK -- the Machine Learning Toolkit -- is a suite of C++ open source modules of Machine Learning.
算法导论,第3版,学习笔记,习题答案
Datastructures (re-)implemented in python
Public repository.
500 Lines or Less
Public repository.
An open-source graph database
LASSO is a parallel regression model learning system
SailingLab's Petuum project.
A distributed machine learning framework.
Public repository.
Google 全球 IP 地址库
Data-Intensive Text Processing with MapReduce
This is the libMF source files with comments in Chinses.