Autoencoder Python Packages

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

pyaerial

Scalable association rule mining from tabular datasets.

autoembedder

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

tmu

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

augmented-pca

Repository for the AugmentedPCA Python package.

ezyrb

Easy Reduced Basis method

mathcraft-ocr

ONNX-only OCR runtime for mathematical documents

encodermap

python library for dimensionality reduction

easyvae

Python implementation of a Classical and Variational Autoencoders using Numpy

simages

Find duplicates and similar images in a folder

mlx-vis

Pure MLX implementations of UMAP, t-SNE, PaCMAP, TriMap, DREAMS, CNE, MMAE, and NNDescent for Apple Silicon. Metal GPU for computation and video rendering.

keras-unsupervised

Keras framework for unsupervised learning

rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

dlkoopman

A general-purpose Python package for Koopman theory using deep learning.

spender

Spectrum encoder and decoder

featurewiz-polars

New Polars implementation of the classic featurewiz MRMR algorithm. Created by Ram Seshadri. Collaborators welcome.

maui-tools

Multi-omics Autoencoder Integration

aestetik

AESTETIK: Convolutional autoencoder for learning spot representations from spatial transcriptomics and morphology data

va-am

VA-AM method implementation

colvars-finder

A package to find collective variables of dynamical systems by training neural networks

smiles-autoencoder

Autoencoders for SMILES strings

autoencodix

Framework for multi-omics data integration by autoencoders.

rapidae

Rapidae: Python Library for Rapid Creation and Experimentation of Autoencoders

cytoself

An image feature extractor with self-supervised learning