SfmlearnerAn unsupervised learning framework for depth and ego-motion estimation from monocular videos
CalcConvolutional Autoencoder for Loop Closure
BcpdBayesian Coherent Point Drift (BCPD/BCPD++); Source Code Available
Bio corexA flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
MocoUnofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"
PaysageUnsupervised learning and generative models in python/pytorch.
Diff2vecReference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Ml LibAn extensive machine learning library, made from scratch (Python).
DdflowDDFlow: Learning Optical Flow with Unlabeled Data Distillation
VizukaExplore high-dimensional datasets and how your algo handles specific regions.
PysadStreaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
PointglrGlobal-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)
GrounderImplementation of Grounding of Textual Phrases in Images by Reconstruction in Tensorflow
OpenselfsupSelf-Supervised Learning Toolbox and Benchmark
MugLearning Video Object Segmentation from Unlabeled Videos (CVPR2020)
Marta GanMARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
KarateclubKarate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Insta DmLearning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)
SineA PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Neuralhmmcode for unsupervised learning Neural Hidden Markov Models paper
DmgiUnsupervised Attributed Multiplex Network Embedding (AAAI 2020)
DgiTensorFlow implementation of Deep Graph Infomax
HyperganComposable GAN framework with api and user interface
RakunRank-based Unsupervised Keyword Extraction via Metavertex Aggregation
Lir For Unsupervised IrThis is an implementation for the CVPR2020 paper "Learning Invariant Representation for Unsupervised Image Restoration"
VoxelmorphUnsupervised Learning for Image Registration
Php MlPHP-ML - Machine Learning library for PHP
TadwAn implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
SusiSuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
GdynetUnsupervised learning of atomic scale dynamics from molecular dynamics.
IvaIVA: Independent Vector Analysis implementation
Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Unsup3d(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Variational AutoencoderVariational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Minisom🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
SimclrPyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Alibi DetectAlgorithms for outlier and adversarial instance detection, concept drift and metrics.
Graph2vecA parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Athenaan open-source implementation of sequence-to-sequence based speech processing engine