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Aaron Bernard's Projects

akshare icon akshare

AkShare is an elegant and simple financial data interface library for Python, built for human beings!

autoeq icon autoeq

Automatic headphone equalization from frequency responses

cs229t icon cs229t

Statistical Learning Theory (CS229T) Lecture Notes

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hello-algo icon hello-algo

《Hello 算法》:动画图解、一键运行的数据结构与算法教程,支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

info490-fa15 icon info490-fa15

INFO 490: Foundations of Data Science, offered in the Fall 2015 Semester at the University of Illinois

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Advanced Data Science, University of Illinois Spring 2017

lihang icon lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]

minigpt-4 icon minigpt-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

prml icon prml

PRML algorithms implemented in Python

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

wtfpython icon wtfpython

A collection of surprising Python snippets and lesser-known features.

wtfpython-cn icon wtfpython-cn

wtfpython的中文翻译/施工结束/ 能力有限,欢迎帮我改进翻译

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