Rnn Python Packages

rwkv

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

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

xlstm

Official repository of the xLSTM.

tracetorch

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

neuralnetlib

A flexible deep learning framework built from scratch using only NumPy

pyadlml

Sklearn flavored library containing numerous Activity of Daily Livings datasets, preprocessing methods, visualizations and models.

timeshap

TimeSHAP explains Recurrent Neural Network predictions.

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

impsy

IMPSY: An Intelligent Musical Instrument Platform

see-rnn

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

leap-transformer

LEAP: Linear Explainable Attention in Parallel for causal language modeling with O(1) path length, and O(1) inference

kulc

Keras Utility & Layer Collection.

nlp-uncertainty-zoo

PyTorch Implementation of Models used for Uncertainty Estimation in Natural Language Processing.

easyesn

Python library for Reservoir Computing using Echo State Networks

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.

pydynet

NumPy-based Dynamic Deep Learning Framework

audioowl

Fast and simple music and audio analysis using RNN in Python

ztlearn

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

hsss

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

hippox

High-order Polynomial Projection Operators (HiPPO) for JAX

rnngen

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

wtte

WTTE-RNN a framework for churn and time to event prediction

rmdl

RMDL: Random Multimodel Deep Learning for Classification