Blaise Muhirwa's repositories
leetcode-and-epi-solutions
This repository includes detailed solutions to several leetcode problems
avalon
A 3D video game environment and benchmark designed from scratch for reinforcement learning research
BlaiseMuhirwa.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
flatnav-experimental
Fast and minimal header-only graph-based index for approximate nearest neighbor search (ANNS). https://blaisemuhirwa.github.io/flatnav-experimental
hnswlib-rs
Rust implementation of the HNSW algorithm (Malkov-Yashunin)
low_precision_quantization
A C++ Implementation of Integer Quantization
ceramic
Home of the Ceramic Protocol
cuda-vs-openmp
Let's benchmark how fast CUDA is at multiplying matrices compared with OpenMP
electron-tutorial-app
An electron application for tutorials
flash-attention
Fast and memory-efficient exact attention
flatnav
Fast and minimal near neighbor search with graphs
hamilton
A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, etc. Embed Hamilton anywhere python runs, e.g. spark, airflow, jupyter, fastapi, python scripts, etc.
hnswlib-original
Header-only C++/python library for fast approximate nearest neighbors
jukebox
Code for the paper "Jukebox: A Generative Model for Music"
lilianweng.github.io
My personal page
llm.c
LLM training in simple, raw C/CUDA
Low-Level-Design
Useful Resources for Low Level System Design
MeZO
[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
ml_frontier
PyTorch implementations of SoTA papers in Machine Learning
node-seal
Homomorphic Encryption for TypeScript or JavaScript - Microsoft SEAL
ODEs-Simulations
Python simulations of ODEs from MATH 27300 at UChicago, Winter 2022.
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
recrypt-rs
A set of cryptographic primitives for building a multi-hop Proxy Re-encryption scheme, known as Transform Encryption.
skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
stackoverflow-obj-det-api
API that fetches the top 10 users from the Stack Overflow Users API, reads their profile images, and uses an open-source object detection model to detect specified objects in those images.
stylegan
StyleGAN - Official TensorFlow Implementation
Vision-Transformer-papers
This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.