caiwei-zhang Goto Github PK

auto_loan_default

2021 iFLYTEK A.I. 讯飞算法比赛

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bank_personal_customer_management

信用卡管理入门

bartcause

Causal Inference using Bayesian Additive Regression Trees

bert

TensorFlow code and pre-trained models for BERT

bubble-system

一个使用气泡图进行时序数据或排序数据展示的可视化系统

causal-inference

Materials Collection for Causal Inference

causalforest

DEPRECATED. See new generalized random forest package for up-to-date implementation.

causaltree

Working repository for Causal Tree and extensions

competition_baselines

开源的各大比赛baseline

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data-science-notes

数据科学的笔记以及资料搜集

database-and-sql-for-data-science

The practice and assignment for SQL

debiased-machine-learning

Debiased Machine Learing

deepiv

Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction

dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

genericcausaltree

Generilized Causal Tree: Inference on Subgroup-Level Treatment Effects in Observational Studies

genetic-algorithm-for-0-1-knapsack-program

Using simple genetic algorithm to approximatively solve 0-1 knapsack program

grf

Generalized Random Forests

ibm-data-science

Coursera: IBM Data Science

lihang-code

《统计学习方法》的代码实现

loan_default_forecast

Getting start in financial risk management ---- loan default forecast

machinelearning

nlplearning

NLP learning notes

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-100-days

Python - 100天从新手到大师

userpersona

2021年科大讯飞-基于用户画像的商品推荐挑战赛