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Davin Browner's starred repositories

whisper.cpp

Port of OpenAI's Whisper model in C/C++

Language:CMIT34358 314 1294

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Language:RustNOASSERTION29195 160 8589

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Language:PythonApache-2.012357 132 204

ChatRWKV

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Language:PythonApache-2.09382 89 116

pymc

Bayesian Modeling and Probabilistic Programming in Python

Language:PythonNOASSERTION8628 224 3296

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Language:Jupyter NotebookApache-2.05100 63 656

audioFlux

A library for audio and music analysis, feature extraction.

Language:CMIT2738 32 16

audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

rtaudio

A set of C++ classes that provide a common API for realtime audio input/output across Linux (native ALSA, JACK, PulseAudio and OSS), Macintosh OS X (CoreAudio and JACK), and Windows (DirectSound, ASIO, and WASAPI) operating systems.

Language:C++NOASSERTION1489 58 258

brevitas

Brevitas: neural network quantization in PyTorch

Language:PythonNOASSERTION1146 34 430

Spiking-Neural-Network

Pure python implementation of SNN

Language:PythonApache-2.01017 46 22

minillm

MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs

Language:PythonMIT853 15 13

BigVGAN

Official PyTorch implementation of BigVGAN (ICLR 2023)

Language:PythonMIT839 730

SpikeGPT

Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"

Language:PythonBSD-2-Clause741 14 11

tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Language:Jupyter Notebook630 10 6

free-spoken-digit-dataset

A free audio dataset of spoken digits. An audio version of MNIST.

Language:Python617 22 21

dslcad

DSLCad is a programming language & interpreter for building 3D models.

Language:RustLGPL-2.1472 13 27

rpg_e2vid

Code for the paper "High Speed and High Dynamic Range Video with an Event Camera" (T-PAMI, 2019).

Language:PythonGPL-3.0340 14 30

probing-vits

Probing the representations of Vision Transformers.

Language:Jupyter NotebookApache-2.0311 10 7

tonic

Publicly available event datasets and transforms.

Language:PythonGPL-3.0202 16 127

phidl

Python GDS layout and CAD geometry creation

Language:PythonMIT192 17 70

carfac

Cascade of Asymmetric Resonators with Fast-Acting Compression (CARFAC) cochlear model.

Language:Jupyter NotebookApache-2.0116 26 5

supercolliderStandaloneRPI2

Standalone for Raspberry Pi 2 and 3 including the full IDE

Language:SuperCollider72 12 3

brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

Language:PythonGPL-3.060 10 240

CRASH

Language:Jupyter Notebook44 2 2

CARFAC

Cochlear Modelling Jupyter Notebooks

Language:Jupyter Notebook36 4 2

hands-on-session-snntorch-230302

Language:Jupyter NotebookGPL-2.014 10

snntorch-ipu

Deep and online learning with spiking neural networks in Python for Graphcore IPU

Language:PythonNOASSERTION1000

meta-analog

JAX implementation of MAML on the analog spiking neural network accelerator for the edge adaptation

Language:Jupyter Notebook10 30

rainforest

David Tudor's Rainforest

MIT2 30