Autoencoder Python Packages

tmu

Your project description

ezyrb

Easy Reduced Basis method

focal-frequency-loss

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

mathcraft-ocr

A Windows math workspace for screenshot OCR, handwriting-to-LaTeX, editing, preview, and symbolic computation, powered by MathCraft OCR and MathLive.

easyvae

Python implementation of a Classical and Variational Autoencoders using NumPy

autoembedder

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

simages

Find similar images in a dataset

va-am

VA-AM (Various Advanced - Analogue Methods) is a Python package based on the deep learning enhancement of the classical statistical Analogue Method. It provides several tools to analyse climatological extreme events, particularly heat waves.

rectorch

rectorch: state-of-the-art recsys approaches implemented in pytorch.

mlx-vis

Pure MLX implementations of UMAP, t-SNE, PaCMAP, LocalMAP, TriMap, DREAMS, CNE, MMAE, and NNDescent for Apple Silicon. Metal GPU acceleration for both computation and video rendering. No scipy, no sklearn, no matplotlib.

keras-unsupervised

Keras framework for unsupervised learning

augmented-pca

Repository for the AugmentedPCA Python package.

maui-tools

Multi-omics Autoencoder Integration

dlkoopman

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

ponyo

Software to simulate compendium-wide gene expression data using a VAE.

encodermap

python library for dimensionality reduction

spender

Spectrum encoder and decoder

featurewiz-polars

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

ztlearn

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

glaucus

Glaucus is a PyTorch complex-valued ML autoencoder & RF estimation python module.

colvars-finder

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

cae

a convolutional autoencoder in python and keras.

tfae

TensorFlow extension for building and training different types of autoencoders

maskbit-pytorch

MaskBit