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awesome

😎 Awesome lists about all kinds of interesting topics

awesome-deblurring

A curated list of resources for Image and Video Deblurring

awesome-google-colab

Google Colaboratory Notebooks and Repositories (by @firmai)

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

coding-interview-university

A complete computer science study plan to become a software engineer.

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

cs109-energy.github.io

d2l-book

Books with Jupyter notebooks

data-is-beautiful

deep-learning

🦅 Deep Learning awesome cheatsheet

deepinterests

深度有趣

deeplearningexamples

深度学习中的一些小Demo。

ezyjever.github.io

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

fullstack-data-engineer

全栈数据工程师养成攻略

gan

python notebooks accompanying the book Make Your Own GAN

hands-on-machine-learning-for-algorithmic-trading

Hands-On Machine Learning for Algorithmic Trading, published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iptv

Collection of publicly available IPTV channels from all over the world

knowledge-tree

Just a try

learn-opencv-in-3-hours

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang-code

《统计学习方法》的代码实现

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

ml2020

Machine Learning Start

project-based-learning

Curated list of project-based tutorials