niall-twomey's starred repositories
dasp-pytorch
Differentiable audio signal processors in PyTorch
chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
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
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.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
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
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