niall-twomey

distill-cli

BIRD

Big Impulse Response Dataset

dasp-pytorch

Differentiable audio signal processors in PyTorch

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

wespeaker

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

wakepy

Cross-platform keep-awake with python

torchcomp

Differentiable dynamic range controller in PyTorch.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

torchaudio-augmentations

Audio transformations library for PyTorch

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

lightly

A python library for self-supervised learning on images.

ruff

An extremely fast Python linter and code formatter, written in Rust.

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

room-impulse-responses

A list of publicly available room impulse response datasets and scripts to download them.

webMUSHRA

a MUSHRA compliant web audio API based experiment software

torchlibrosa

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

crepes

Conformal classifiers, regressors and predictive systems

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Practical-Guide-to-Applied-Conformal-Prediction

Practical Guide to Applied Conformal Prediction, published by Packt

scikit-llm

Seamlessly integrate LLMs into scikit-learn.

InceptionTime

InceptionTime: Finding AlexNet for Time Series Classification

TyXe

griptape

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

alpaca-lora

Instruct-tune LLaMA on consumer hardware