An Industrial Level Federated Learning Framework

Scorecard Development in python, 评分卡

FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Group。

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

数据科学竞赛知识、代码、思路

A Peer-to-Peer Payment System for Federated Learning

2019厦门国际银行“数创金融杯”数据建模大赛-top2

手写实现李航《统计学习方法》书中全部算法

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

Basic data mining model, including feature importance display

The automatic DBMS configuration tool

Natural Gradient Boosting for Probabilistic Prediction

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

An industrial deep learning framework for high-dimension sparse data

Resources about activity recognition-行为识别资料

Ready-to-run Docker images containing Jupyter applications

中文常用停用词表（哈工大停用词表、百度停用词表等）

2017厦门国际大数据竞赛二等奖--方案代码

An interactive book on deep learning. Much easy, so MXNet. Wow.

Time Series Analysis & Forecasting of Rossmann Sales with Python. EDA, TSA and seasonal decomposition, Forecasting with Prophet and XGboost modeling for regression.

A library for time series analysis on Apache Spark

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Codes related to activities on AV including articles, hackathons and discussions.