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ant-learn-recsys

推荐系统从入门到实战

awesome-bert-nlp

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

causalml

Uplift modeling and causal inference with machine learning algorithms

cs224n-winter-together

an Open Course Platform for Stanford CS224n (2020 Winter)

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

data-science

Collection of useful data science topics along with code and articles

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

deeplearning_lhy21_notes

深度学习 李宏毅 2021 学习笔记

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

gmvae

k9

Self-Taught Data Science

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

ml2021-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nlp_modeling_of_corporate_earnings_calls

NLP Modeling of Corporate Earnings Calls Questions and Answers

notebooks

Notebooks using the Hugging Face libraries 🤗

olist-marketing-analytics

Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

riskparity.py

Fast and scalable design of risk parity portfolios

sharing_isl_python

An Introduction to Statistical Learning with Applications in PYTHON

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>