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John Senneker's starred repositories

faiss

A library for efficient similarity search and clustering of dense vectors.

Language:C++MIT29420 481 2398

pgvector

Open-source vector similarity search for Postgres

Language:CNOASSERTION10512 80 519

tracy

Frame profiler

Language:C++NOASSERTION8692 84 485

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Language:PythonMIT8147 68 172

GPU-Puzzles

Solve puzzles. Learn CUDA.

Language:Jupyter NotebookMIT5354 27 28

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

Language:PythonMIT4746 116 203

dust3r

DUSt3R: Geometric 3D Vision Made Easy

Language:PythonNOASSERTION4679 54 113

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

Language:PythonMIT4367 53 199

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

Language:C++Apache-2.04131 64 354

wuffs

Wrangling Untrusted File Formats Safely

Language:CNOASSERTION4065 83 85

transformer-debugger

Language:PythonMIT3969 26 13

highway

Performance-portable, length-agnostic SIMD with runtime dispatch

Language:C++Apache-2.03968 45 370

ddsp

DDSP: Differentiable Digital Signal Processing

Language:PythonApache-2.02824 66 174

CodeBERT

Language:PythonMIT2075 36 297

aici

AICI: Prompts as (Wasm) Programs

Language:RustMIT1854 19 74

instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Language:PythonApache-2.01785 17 106

sqlite-vss

A SQLite extension for efficient vector search, based on Faiss!

Language:C++MIT1594 22 99

jvector

JVector: the most advanced embedded vector search engine

Language:JavaApache-2.01429 29 127

fsdp_qlora

Training LLMs with QLoRA + FSDP

Language:Jupyter NotebookApache-2.01304 21 34

NGT

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

Language:C++Apache-2.01216 37 134

DiskANN

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

Language:C++NOASSERTION963 24 186

manifold

Geometry library for topological robustness

Language:C++Apache-2.0737 23 225

Hybrid-Net

Real-time audio source separation, generate lyrics, chords, beat.

Language:Python641 5 1

nsg

Navigating Spreading-out Graph For Approximate Nearest Neighbor Search

Language:C++MIT608 52 40

rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Language:PythonMIT465 11 24

annotated-mamba

Annotated version of the Mamba paper

Language:Jupyter NotebookMIT434 22 3

GPU-Reshape

GPU Reshape (GRS) is an API agnostic instrumentation framework, with instruction level validation.

Language:C++NOASSERTION359 9 55

PicoGK

PicoGK is a compact and robust geometry kernel for Computational Engineering

Language:C#Apache-2.0218 100

fadtk

A simple library for Fréchet Audio Distance (FAD) calculation

Language:PythonMIT119 6 7

memory-compressed-attention

Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"

Language:PythonMIT72 2 4