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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

causalinferenceintro

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

causality

Tools for causal analysis

coding-for-economists

This repository hosts the code behind the online book, Coding for Economists.

datashine

《Python统计与数据分析实战》课程代码，包含了大部分统计与非参数统计和数据分析的模型、算法。回归分析、方差分析、点估计、假设检验、主成分分析、因子分析、聚类分析、判别分析、对数线性模型、分位回归模型以及列联表分析、非参数平滑、非参数密度估计等各种非参数统计方法。

eoconometric-practice-by-python

《计量经济学》实训课程的授课课件

finbert

functional_intro_to_python

[tutorial]A functional, Data Science focused introduction to Python

gitskill

gti

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

patent-counts-and-citation-prediction

Patent Counts and Citation Prediction

pycon-2019-tutorial

Data Science Best Practices with pandas

pydata-book

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

python3-cookbook

《Python Cookbook》 3rd Edition Translation

shadederrorbar

Produce elegant shaded error bars in MATLAB

showdata

Large scale image dataset visiualization tool.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

stock-quantamental-investing-analysis

Using Python and Tushare financial database

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transformers-code

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

vscode-python

Python extension for Visual Studio Code

wezterm

A GPU-accelerated cross-platform terminal emulator and multiplexer written by @wez and implemented in Rust

windterm

A professional cross-platform SSH/Sftp/Shell/Telnet/Serial terminal.

wtfpython

What the f*ck Python? 😱