Projects in Awesome Lists tagged with unsupervised
A curated list of projects in awesome lists tagged with unsupervised .
https://github.com/blmoistawinde/harvesttext
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised
Last synced: 14 May 2025
https://github.com/blmoistawinde/HarvestText
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised
Last synced: 18 Mar 2025
https://github.com/ClementPinard/SfmLearner-Pytorch
Pytorch version of SfmLearner from Tinghui Zhou et al.
depth disparity kitti pytorch unsupervised
Last synced: 16 Mar 2025
https://github.com/klaussinani/moviebox
Machine learning movie recommending system
learning machine movie recommender tf-idf unsupervised
Last synced: 17 Aug 2025
https://github.com/klaudiosinani/moviebox
Machine learning movie recommending system
learning machine movie recommender tf-idf unsupervised
Last synced: 04 Apr 2025
https://github.com/ahangchen/tfusion
CVPR2018: Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns
cvpr2018 fusion reid unsupervised
Last synced: 25 Aug 2025
https://github.com/tynguyen/unsupervisedDeepHomographyRAL2018
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model
deep homography robotics tensorflow training unsupervised
Last synced: 19 Nov 2025
https://github.com/yonv1943/unsupervised-segmentation
A high performance impermentation of Unsupervised Image Segmentation by Backpropagation - Asako Kanezaki
Last synced: 15 Oct 2025
https://github.com/milesgranger/gap_statistic
Dynamically get the suggested clusters in the data for unsupervised learning.
cluster cluster-count clustering kmeans python scikit-learn unsupervised unsupervised-learning
Last synced: 04 Apr 2025
https://github.com/keonlee9420/comprehensive-e2e-tts
A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS
deep-learning end-to-end fastspeech2 hifi-gan jets multi-speaker neural-tts non-ar non-autoregressive pytorch single-speaker sota speech-synthesis text-to-speech text-to-wav tts ultimate-tts unsupervised
Last synced: 01 Jun 2026
https://github.com/icon-lab/syndiff
Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
deep-learning denoising-diffusion-models diffusion-model diffusion-models image-synthesis image-to-image-translation medical-image-synthesis medical-imaging unsupervised
Last synced: 06 Apr 2025
https://github.com/FingerRec/Self-Supervised-Temporal-Discriminative-Representation-Learning-for-Video-Action-Recognition
[Arxiv2020] The code for our paper 《Self-Supervised Temporal-Discriminative Representation Learning for Video Action Recognition》 https://arxiv.org/abs/2008.02129
representation-learning self-supervised-learning unsupervised video-action-recognition
Last synced: 26 Apr 2025
https://github.com/ait-aecid/anomaly-detection-log-datasets
Analysis scripts for log data sets used in anomaly detection.
anomaly-detection bgl hadoop hdfs log-data logs machine-learning python review semi-supervised sequences survey unsupervised
Last synced: 10 Apr 2025
https://github.com/stephantul/somber
Recursive Self-Organizing Map/Neural Gas.
cython kohonen machine-learning neural-gas ng plsom recsom recurrent-neural-networks som unsupervised
Last synced: 21 Jul 2025
https://github.com/trainingbypackt/natural-language-processing-fundamentals
Use Python and NLTK to build out your own text classifiers and solve common NLP problems
api binary-classifier latent-dirichlet-allocation lda linear-regression markov-chain natural-language-processing nlp pandas python scikit-learn supervised tokenization unsupervised
Last synced: 10 Apr 2025
https://github.com/compvis/unsupervised-part-segmentation
Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"
birds computer-vision cub gcpr humans image-segmentation machine-learning paper pytorch tensorflow unsupervised
Last synced: 07 Mar 2026
https://github.com/ait-aecid/aecid-alert-aggregation
A method for grouping, clustering, and merging semi-structured alerts
alert-aggregation alerts clustering hids ids intrusion-detection json log-data logs machine-learning meta-alerts nids semi-structured similarity unsupervised
Last synced: 10 Sep 2025
https://github.com/antoinehabis/deep-contourflow
Unsupervised, one-shot, instance-based active contour using deep learning features in python.
active-contour background-removal deep-learning foreground-extraction foreground-segmentation instance-based-learning machine-learning one-shot-learning python torch unsupervised unsupervised-learning
Last synced: 13 Jun 2026
https://github.com/narcissusex/hetmm
[IJCV 2024] Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection
anomaly-detection anomaly-localization ijcv pytorch training-free unsupervised
Last synced: 10 Apr 2025
https://github.com/ganjinzero/gts
Code for Unsupervised multi-granular Chinese word segmentation and term discovery via graph partition [JBI]
chinese-word-segmentation graph-cut unsupervised
Last synced: 13 Jul 2025
https://github.com/borealisai/provide
PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)
probabilistic pytorch uai unsupervised video-decomposition
Last synced: 07 Apr 2025
https://github.com/divyakraman/HawkI2024
Codebase for the paper HawkI: HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View
diffusion-models image-personalization novel-view-synthesis single-image unsupervised
Last synced: 28 Mar 2025
https://github.com/nashory/dense-equi-torch
Torch7 implementation of Unsupervised object learning from dense equivariant image labelling
celeba landmark siamese-network unsupervised
Last synced: 14 May 2025
https://github.com/novartis/umm-discovery
UMM-Discovery is a fully unsupervised deep learning method to cluster cellular images with similar phenotypes together, solely based on the intensity values.
deep-learning moa unsupervised
Last synced: 15 Feb 2026
https://github.com/stdlib-js/nlp-lda
Latent Dirichlet Allocation via collapsed Gibbs sampling.
bayesian clustering javascript learning mcmc mixed-membership model nlp node node-js nodejs stdlib text-mining topic unsupervised
Last synced: 09 Mar 2026
https://github.com/tinybirdco/use-case-real-time-anomaly-detection
A collection of real-time detection methods built with Tinybird. Methods include rate-of-change, out-of-range, timeout, Z-score, and Interquartile Range (IQR).
anomaly-detection real-time unsupervised
Last synced: 18 Aug 2025
https://github.com/sedflix/unsacmt
Unsupervised Sentiment Analysis for Code-mixed Data
code-mixed code-switching cross-lingual embeddings multi-lingual sentiment-analysis unsupervised zero-shot-learning
Last synced: 05 Sep 2025
https://github.com/vidit98/frameselect
Winning team in DAVIS, CVPR 2020 on challenge dataset in unsupervised scenario
cvpr2020 davis-challenge pytorch unsupervised video-object-segmentation
Last synced: 11 Jul 2025
https://github.com/chen0040/java-outliers
Package provide java implementation of outlier detection using normal distribution for multi-variate datasets
anomaly-detection java outlier-detection unsupervised
Last synced: 15 Aug 2025
https://github.com/sbobek/knac
Knowledge Augmented Clustering
clustering explainability interpretability unsupervised xai
Last synced: 12 Jan 2026
https://github.com/dinarior/resnet_embeddings_extractor
Small and easily modifiable notebook to extract embeddings from pre trained resnet50
cifar cifar10 cifar100 embeddings imagenet pytorch resnet resnet-50 unsupervised
Last synced: 26 Oct 2025
https://github.com/icon-lab/fd-net
Official repository for "FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI"
deep-learning diffusion-mri distortion-correction echo-planar-imaging medical-imaging susceptibility unsupervised
Last synced: 12 Jun 2025
https://github.com/ndgigliotti/cluster-tuner
A GridSearchCV-like hyperparameter tuner for clustering algorithms.
clustering gridsearchcv hyperparameter-tuning parameter-search scikit-learn scikit-learn-compatible unsupervised
Last synced: 03 Feb 2026
https://github.com/dgriffiths3/vegetation_autoencoder
Auto-encoder for vegetation classification.
classification deep-learning tensorflow unsupervised vegetation
Last synced: 08 May 2025
https://github.com/andrewliao11/vae-tensorflow
Tensorflow implementation of VAE(variational autoencoder)
Last synced: 08 Apr 2026
https://github.com/vermavinay982/autoencoder-mnist-clustering
Applied KMeans to Cluster MNIST features generated via Autoencoders. Unsupervised Learning.
artificial-intelligence autoencoder decoder deep-learning encoder keras machine-learning mnist python supervised-learning tensorflow unsupervised unsupervised-learning
Last synced: 07 May 2026
https://github.com/j-sephb-lt-n/unsupervised-fraud-detection
Exploring anomaly detection using unsupervised methods in scikit-learn
anomaly anomaly-detection fraud-detection isolation-forest local-outlier-factor outlier outlier-det scikit-learn sklearn unsupervised
Last synced: 07 May 2026
https://github.com/navindafernando/brain-tumor-detection
Brain Tumor Detection using Color Segmentation with KMeans Clustering :warning:
color-segmentation erosion find-contours joblib k-means-clustering machine-learning matplotlib morphological-operation numpy opencv scikit-learn unsupervised
Last synced: 13 Apr 2026
https://github.com/zhiwu-zhang-lab/genetic_spectral_autoencoder
This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data
auto-encoder auto-encoders autoencoder autoencoders dimensionality-reduction genetics genomics gwas keras machine-learning machine-learning-algorithms nir nonlinear population-structure spectral-analysis spectral-clustering unsupervised unsupervised-clustering unsupervised-learning unsupervised-machine-learning
Last synced: 03 Jan 2026
