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ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure
💊 Comparing causality methods in a fair and just way.
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
A Peer-to-Peer Payment System for Federated Learning
A Privacy-Preserving Framework Based on TensorFlow
FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Group。
动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
Perform data science on data that remains in someone else's server
A collection of various deep learning architectures, models, and tips
2019厦门国际银行“数创金融杯”数据建模大赛-top2
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
数据治理、数据质量检核/监控平台（Django+jQuery+MySQL）
Code for the Kaggle Ensembling Guide Article on MLWave
Basic data mining model, including feature importance display
Resources about activity recognition-行为识别资料
An Industrial Grade Federated Learning Framework
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。
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
The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integra…
An annotated implementation of the Transformer paper.