C. George Williams's repositories
CHARM
CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture
DiskANN
Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
gritql
GritQL is a query language for searching, linting, and modifying code.
pgvector
Open-source vector similarity search for Postgres
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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.
BiBench
This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
big-ann-benchmarks
Framework for evaluating ANNS algorithms on billion scale datasets.
blis
BLAS-like Library Instantiation Software Framework
capitol-gains
Code for downloading, parsing, and analyzing US Congressional stock market trades.
copi_test
a repo to test co-pilot
cpython
The Python programming language
DeepWeibull
DeepWeibull: a deep learning approach to parametric survival analysis
JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
llama2.c
Inference Llama 2 in one file of pure C
LLMstudio
Framework to bring LLM applications to production
matmulfreellm
Implementation for MatMul-free LM.
nagioscore
Nagios Core
raft
RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Streamly
Streamly - Streamlit Assistant is designed to provide the latest updates from Streamlit, generate code snippets for Streamlit widgets, and answer questions about Streamlit's latest features, issues, and more
super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
taipy
Turns Data and AI algorithms into production-ready web applications in no time.
TopoModelX
Topological Deep Learning
usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
VectorDBBench
A Benchmark Tool for VectorDB
weaviate
Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
weaviate-benchmarking
Tools for various benchmarking scenarios