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activity_recognition_3d_cnn

Binary Neural Networks for Computer Vision applications

advanced-pd-using-sky130-pdk

Physical Design using SKY130nm technology node using FOSS (Openlane Flow)

analog_ic_design_7980

Tools and Simulation with Skywater 130A/B PDK

ar-net

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome-pruning

A curated list of neural network pruning resources.

bitnet-1bit-llms

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

cache-controller

Two Level Cache Controller implementation in Verilog HDL

chisel3-projects

Chisel3 test project build template with startup code

cnn-cs

convex-optimization

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

counter_caravel_proj

counter demo project for caravel interface

cpp-tuts

cs224n-winter-collection-nlp

an Open Course Platform for Stanford CS224n (2020 Winter)

cvae

d2l-en-learning-copy

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

digital-design-and-computer-architecture

dnn-for-computer-vision

Course from IIT Hydebrad for Deep Learning Models for Computer Vision

dnn-vit-transformers

dpu-pynq

DPU on PYNQ

ee628

EE 628: Analysis and Design of Integrated Circuits (University of Hawaiʻi at Mānoa)

flownet-tf

game-space-invaders

Space Invaders in PyGames

generative-model-forked-wiseodd

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gf130_caravel_proj_accel

Accelerator Design process using GF180 for MPW1

handson-ml

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.

hls4ml-tutorial

HLS & hls4ml Tutorial

informed-search

Informed search for N puzzle problem

kicad_tutorial_design

Designs for STM32 using KICAD