C. George Williams (sourcesync)

sourcesync

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C. George Williams's repositories

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CHARM

CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture

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DiskANN

Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search

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gritql

GritQL is a query language for searching, linting, and modifying code.

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pgvector

Open-source vector similarity search for Postgres

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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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.

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BiBench

This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

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big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

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blis

BLAS-like Library Instantiation Software Framework

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capitol-gains

Code for downloading, parsing, and analyzing US Congressional stock market trades.

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copi_test

a repo to test co-pilot

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cpython

The Python programming language

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DeepWeibull

DeepWeibull: a deep learning approach to parametric survival analysis

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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llama2.c

Inference Llama 2 in one file of pure C

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LLMstudio

Framework to bring LLM applications to production

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matmulfreellm

Implementation for MatMul-free LM.

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nagioscore

Nagios Core

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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.

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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

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super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

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taipy

Turns Data and AI algorithms into production-ready web applications in no time.

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TopoModelX

Topological Deep Learning

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usearch

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

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VectorDBBench

A Benchmark Tool for VectorDB

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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.

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weaviate-benchmarking

Tools for various benchmarking scenarios

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