jeshraghian

rag-state-soups

Using state soups for RAG with SSMs like Mamba. Part of the L&T topic area at Telluride 2024.

riscv-v-spec

Working draft of the proposed RISC-V V vector extension

Samba

Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"

neuromorphic-systems-for-space

Repository for the 2024 Telluride Topic Area Neuromorphic Systems for Space

BitNet

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

matmulfreellm

Implementation for MatMul-free LM.

Conformer

Pytorch implementation of Conformer from "Conformer: Convolution-augmented Transformer for Speech Recognition". Uses rotary positional encoding instead though.

SAD

End-to-End Autonomous Driving with Spiking Neural Networks

dagr

Code for the paper "Low Latency Automotive Vision with Event Cameras", published in Nature

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

RANC

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

torch2chip

Torch2Chip (MLSys, 2024)

z80-open-silicon

Z80 open-source silicon clone. Goal is to become a silicon proven, pin compatible, open-source replacement for classic Z80.

tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

SANA-FE

Simulation of Advanced Neuromorphic Architectures for Fast Exploration

gz-sim

Open source robotics simulator. The latest version of Gazebo.

carla

Open-source simulator for autonomous driving research.

18224-s23-tapeout

Build infrastructure for class-wide tapeout for 18-224/624 Intro to Open Source Chip Design, Spring 2023

open-eda-course

HENKES_SNN

Code of the publication "Spiking neural networks for nonlinear regression" published in https://doi.org/10.1098/rsos.231606 by Alexander Henkes from ETH Zürich, Jason K. Eshraghian from University of California, Santa Cruz and Henning Wessels from TU Braunschweig.

reinforcement-learning

Repository of notes, code and notebooks in Python for the book "Reinforcement Learning: An Introduction" by Richard S. Sutton and Andrew G. Barto

gen4

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

invicta-2024

Official repository of the INVICTA Spring School 2024.

cruz-control

hdl-modules

A collection of reusable, high-quality, peer-reviewed VHDL building blocks.

fpga-snntorch

Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.

A-Primer-For-Physical-Design-Automation

This repository contains python code snippets that implement several algorithms for automating the VLSI Physical Design process. This is based on the learnings from the course - EE5333W (Introduction to Physical Design Automation) at IITM.