Search Packages

returnn

The RWTH extensible training framework for universal recurrent neural networks

scalecast

The practitioner's forecasting library

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

hrm-pytorch

Exploration into the proposed architecture from Sapient Intelligence of Singapore 🇸🇬

light-recurrent-unit-pytorch

Implementation of a Light Recurrent Unit in Pytorch

supernnova

Open Source Photometric classification https://supernnova.readthedocs.io

nets

Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

easyesn

Python library for Reservoir Computing using Echo State Networks

echoes

Machine Learning with Echo State Networks in Python

tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

nonlincausality

Python package for Granger causality test with nonlinear (neural networks) forecasting methods.

mambatransformer

Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling

pynncml

Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addinaly this project provide an example dataset with data from two CMLs and implementation of performance and robustness metrics

rmdl

RMDL: Random Multimodel Deep Learning for Classification

psychrnn

Easy-to-use package for the modeling and analysis of neural network dynamics, directed towards cognitive neuroscientists.

mdrnn

Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs)

wbnn

White Box Neural Networks

somber

Recursive Self-Organizing Map/Neural Gas.

pytorch-adaptive-computation-time

A PyTorch implementation of adaptive computation time RNNs that's clean, idiomatic, and extensible.

liquidnet

Implementation of Liquid Nets in Pytorch

chicksexer

Python package for gender classification.

relernn

Recombination Landscape Estimation using Recurrent Neural Networks

keras-htr

A toolkit for developing handwritten text recognition (HTR) pipelines

scalecastdev

The practitioner's forecasting library