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applied-deep-learning-resources

A collection of research articles, blog posts, slides and code snippets about deep learning in applied settings.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

cntk

Computational Network Toolkit (CNTK)

cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

cppjieba

"结巴"中文分词的C++版本

darwinaccelerator

Google分层实验框架

dlib

A toolkit for making real world machine learning and data analysis applications in C++

field-aware-factorization-machine-ps

LR model solved by ftrl and sgd parallel on parameter server(ps-lite). FM、FFM model in the future

fregata

ftrl_fm_lr

FM by ftrl

kaggle-2014-criteo

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leadqualifier

A collection of scripts to use for qualifying sales leads with machine learning

libffm

lightgbm

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

ml_archives

ml dm files

ml_papers

ml_toolkits

little tools

mxnet-learning-note

MXNet中文学习笔记

mxnet.cpp

CPP wrapper for MXNet interface

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

research

comma.ai for the people to experiment with

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms.

simhash

中文文档simhash值计算

switchyomega

Manage and switch between multiple proxies quickly & easily.

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tensorflow_template_application

TensorFlow template application for deep learning

tensorspark

TensorFlow on Spark

tf_repos

TensorFlow Script