Rnn Python Packages

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.

rwkv

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

timeshap

TimeSHAP explains Recurrent Neural Network predictions.

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.

tracetorch

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

pyadlml

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

leap-transformer

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

neuralnetlib

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

nlp-uncertainty-zoo

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

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.

skipthoughts

Skipthoughts pretrained models for Pytorch

tsfedl

Time Series Spatio-Temporal Feature Extraction using Deep Learning

easyesn

Python library for Reservoir Computing using Echo State Networks

schneiderkamplab-tsai

Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch

audioowl

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

impsy

IMPSY is the Interactive Musical Prediction SYstem, a tool for creative interactive intelligent musical instruments using a recurrent mixture density neural network.

kulc

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

btorch

Brain-inspired differentiable PyTorch toolkit for neuromorphic and computational neuroscience research

see-rnn

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

pydynet

NumPy-based Dynamic Deep Learning Framework

hippox

High-order Polynomial Projection Operators (HiPPO) for JAX

hsss

Paper - Pytorch

cnlp

A natural language processing framework focused on Chinese.