ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

aicup_db

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

awesome-profile-readme-templates

A collection of awesome readme templates to display on your profile

belief_propagation

Belief Propagation for poly trees

best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

ccu_algorithm

Practice or HW

ccu_scritothrips_project

cmt_cnn-meet-vision-transformer

A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.

convmixer

covid_gan

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

dl-cvmarathon

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

esrgan

A PyTorch implementation of ESRGAN based on paper "Enhanced Super-Resolution Generative Adversarial Networks".

fastformer-pytorch

Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."

gradio

Create UIs for your machine learning model in Python in 3 minutes

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.

kalmanfilter

Simple implementation of kalman filter

ml

Perceptron_Learning_Algorithm

ml-cvnets

CVNets: A library for training computer vision networks

mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

mobilevit

Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

ncut_tempdailyreport

next-vit

Unofficial PyTorch implementation of Next-ViT based on paper

plotneuralnet

Latex code for making neural networks diagrams

practice

pycls

Codebase for Image Classification Research, written in PyTorch.

pydata-book

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