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100-days-of-ml-code

100-Days-Of-ML-Code中文版

aaai

Official repo of RepOptimizers and RepOpt-VGG

aaai-challenge

The content of training for the contest

addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

aihwkit

IBM Analog Hardware Acceleration Kit

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autodl-projects

Automated deep learning algorithms implemented in PyTorch.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-implicit-representations

A curated list of resources on implicit neural representations.

awesome-quantization-papers

List of papers related to neural network quantization in recent AI conferences and journals (please refer to README in the folder for a better view).

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

blog-note

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

cs-video-courses

List of Computer Science courses with video lectures.

cse237d-pynq-snn-accelerator

Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board

darts

Differentiable architecture search for convolutional and recurrent networks

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

ell

Embedded Learning Library

fpga_readings

Recipe for FPGA cooking

gps

A software GPS correlater

haiyan-q.github.io

Blog Platform

hello-world

high-level-synthesis-flow-on-zynq-using-vivado-hls

This course provides professors with an understanding of high-level synthesis design methodologies necessary to develop digital systems using Vivado HLS. Now under 2018.2 version.

hls_experiment

Note trails in learning HLS

learn_hls

Basic files for learning Vivado HLS

learngitbranching

An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!

manim

Animation engine for explanatory math videos

mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

mlpp

A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.

naspapers

Paper lists of neural architecture search (NAS)