Wilfred Kisku's Projects
Binary Neural Networks for Computer Vision applications
Physical Design using SKY130nm technology node using FOSS (Openlane Flow)
Tools and Simulation with Skywater 130A/B PDK
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.
A curated list of neural network pruning resources.
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
Two Level Cache Controller implementation in Verilog HDL
Chisel3 test project build template with startup code
Teaching materials for the applied machine learning course at Cornell Tech (online edition)
counter demo project for caravel interface
an Open Course Platform for Stanford CS224n (2020 Winter)
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Course from IIT Hydebrad for Deep Learning Models for Computer Vision
DPU on PYNQ
EE 628: Analysis and Design of Integrated Circuits (University of Hawaiʻi at Mānoa)
Space Invaders in PyGames
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Accelerator Design process using GF180 for MPW1
Must-read papers on graph neural networks (GNN)
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.
HLS & hls4ml Tutorial
Informed search for N puzzle problem