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-pytorch-

动手学习深度学习（pytorch版本）

2019-xiamenbank-data-modeling-competition

2019厦门国际银行“数创金融杯”数据建模大赛-top2

activityrecognition

Resources about activity recognition-行为识别资料

analytics_vidhya

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

cast_contribute

2017厦门国际大数据竞赛二等奖--方案代码

competition-baseline

数据科学竞赛知识、代码、思路

cookbook-2nd-code

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

data_mining_models

Basic data mining model, including feature importance display

datascience

data science

docker-stacks

Ready-to-run Docker images containing Jupyter applications

fastnlp

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

fate

An Industrial Level Federated Learning Framework

fedcoin

A Peer-to-Peer Payment System for Federated Learning

ibond-flex

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

interpretablemlbook

《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

learn-statistical-learning-method

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

mxnet-the-straight-dope

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

ngboost

Natural Gradient Boosting for Probabilistic Prediction

ooops

梦想开始的地方

ottertune

The automatic DBMS configuration tool

prophet

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

pytorchd2l_boyuedu_14days

BoyuAI动手学习深度学习课程笔记

rossmann_tsa_forecasts

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

scorecardpy

Scorecard Development in python, 评分卡

spark-timeseries

A library for time series analysis on Apache Spark

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

x-deeplearning

An industrial deep learning framework for high-dimension sparse data