Search 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.

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.

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.

timeshap

TimeSHAP explains Recurrent Neural Network predictions.

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

kulc

Keras Utility & Layer Collection.

easyesn

Python library for Reservoir Computing using Echo State Networks

leap-transformer

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

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.

nlp-uncertainty-zoo

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

pydynet

NumPy-based Dynamic Deep Learning Framework

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

audioowl

Fast and simple music and audio analysis using RNN in Python

rnngen

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

ztlearn

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

wtte

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

rmdl

RMDL: Random Multimodel Deep Learning for Classification