Rnn Python Packages

xlstm

Official repository of the xLSTM.

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

rwkv

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

neuralnetlib

🧠 A flexible machine & deep learning framework built from scratch using only NumPy

impsy

IMPSY: An Intelligent Musical Instrument Platform

disentangled-rnns

Fit DisRNNs to behavioral and neural data, interpret the fits, and discover new useful cognitive models

tracetorch

A strict, ergonomic, and powerful library for SNNs, RNNs, and SSMs in PyTorch.

see-rnn

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

deeptab

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

mambular

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

tsfedl

Time Series Feature Extraction using Deep Learning

timeshap

TimeSHAP explains Recurrent Neural Network predictions.

easyesn

Python library for Reservoir Computing using Echo State Networks

kulc

Collection of custom layers and utility functions for Keras which are missing in the main framework.

message-passing-nn

Pytorch implementation of a message passing neural network with RNN sub-units

audioowl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

hsss

Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling"

pydynet

NumPy-based Dynamic Deep Learning Framework

rnngen

Recurrent neural network from scratch in numpy, with a custom-made word2vec

hippox

High-order Polynomial Projection Operators for JAX

ztlearn

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

nlp-uncertainty-zoo

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

rwkv-beta

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

dougnet

A lightweight, deep learning library written in pure Python