ChangQF

awesome

😎 Awesome lists about all kinds of interesting topics

fastText

Library for fast text representation and classification.

shap

A game theoretic approach to explain the output of any machine learning model.

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

recommenders

Best Practices on Recommendation Systems

PySnooper

Never use print for debugging again

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

allennlp

An open-source NLP research library, built on PyTorch.

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

auto-sklearn

Automated Machine Learning with scikit-learn

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

SeetaFaceEngine

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

deep-visualization-toolbox

DeepVis Toolbox

easyloggingpp

C++ logging library. It is powerful, supports asynchronous low latency, extendable, light-weight, fast performing, thread and type safe and consists of many built-in features. It provides ability to write logs in your own customized format. It also provide support for logging your classes, third-party libraries, STL and third-party containers etc.

byteps

A high performance and generic framework for distributed DNN training

euler

A distributed graph deep learning framework.

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

multi-model-server

Multi Model Server is a tool for serving neural net models for inference

BIDMach

CPU and GPU-accelerated Machine Learning Library

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

stats

A C++ header-only library of statistical distribution functions.

DepthwiseConvolution

A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)

scikit-learn-contrib

scikit-learn compatible projects

MultiRunner

This is a python package for multi-process running.

Unbiased_LambdaMart

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

mobilefacenet-caffe

a caffe implementation of mobilefacenet,with the record of trainnig log