Autoencoder

TensorFlow BookJupyter Notebook

Official code repository for the 'Machine Learning with TensorFlow' book with practical examples.

JavaNNJava

A Java deep learning framework implementing neural networks with GPU acceleration via OpenCL and Aparapi.

TorchXRayVisionJupyter Notebook

An open-source library providing chest X-ray datasets, pre-trained models, and tools for medical imaging research and analysis.

sequiturPython

A PyTorch library for creating and training autoencoders on sequential data (time series, videos, etc.) in just two lines of code.

AugmentedAutoencoderPython

A real-time RGB-based pipeline for object detection and 6D pose estimation using a denoising autoencoder trained on simulated 3D views.

unsupLua

A Torch package providing unsupervised learning modules and algorithms like autoencoders, PCA, and k-means.

PeaxJupyter Notebook

Interactive visual pattern search and exploration tool for epigenomic data using unsupervised deep representation learning.

CAEs for Data AssimilationPython

A Python module for creating convolutional autoencoders to model background error covariance in variational data assimilation.