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

a distributed Hyperband implementation on Steroids

Feature selector is a tool for dimensionality reduction of machine learning datasets

mlr: Machine Learning in R

Distributed Asynchronous Hyperparameter Optimization in Python

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

Automated feature engineering in Python with feature tools

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

📚 技术面试需要掌握的基础知识整理，欢迎编辑~

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

Open-source implementation of Google Vizier for hyper parameters tuning

Full Speed Python: a book for self-learners

A Python scikit for building and analyzing recommender systems

all kinds of text classificaiton models and more with deep learning

Readings in applied data science

收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料

A Python-embedded modeling language for convex optimization problems.

Statsmodels: statistical modeling and econometrics in Python

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

PyMC: Bayesian Stochastic Modelling in Python (for PyMC3: https://github.com/pymc-devs/pymc3)

Data science interview questions with answers. Not ideally (yet)

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

🎯 Python data science and machine learning toolbox

R Markdown: The Definitive Guide (under development)

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

A Python implementation of global optimization with gaussian processes.