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awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

awesome-pytorch-list-cnversion

Awesome-pytorch-list 翻译工作进行中......

d2l-en

An interactive deep learning book with code, math, and discussions.

data-analysis

Data Science Using Python

data-science-notes

数据科学的笔记以及资料搜集

datasciencestudynotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

fastbook

The fastai book, published as Jupyter Notebooks

fe4ml-zh

:book: [译] 面向机器学习的特征工程

feature-engineering-made-easy

Feature Engineering Made Easy, published by Packt

hands-on-machine-learning

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

hsuantienlin_machinelearning

interpretablemlbook

《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

introduction_to_xarray

joyful-pandas

Pandas中文教程

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

matplotlibclass

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mljar-supervised

Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

nmc_met_map

国家气象中心天气诊断分析工具包(NMDT)

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pandas_exercises

Practice your pandas skills!

potential-vorticity

python code for dynamic tropopause calculations

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

proplot

🎨 A comprehensive matplotlib wrapper for making beautiful, publication-quality graphics

pycaret

An open source, low-code machine learning library in Python