Projects in Awesome Lists tagged with unsupervised-learning

A curated list of projects in awesome lists tagged with unsupervised-learning .

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https://github.com/mleveryday/100-days-of-ml-code

100-Days-Of-ML-Code中文版

100-days-of-ml-code chinese-simplified deep-learning infographics jupyter-notebook keras machine-learning python supervised-learning tensorflow tutorial unsupervised-learning

Last synced: 23 Apr 2025

https://github.com/MLEveryday/100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

100-days-of-ml-code chinese-simplified deep-learning infographics jupyter-notebook keras machine-learning python supervised-learning tensorflow tutorial unsupervised-learning

Last synced: 24 Mar 2025

https://github.com/afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning

Last synced: 10 Mar 2025

https://github.com/jindongwang/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/yzhao062/pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python3 unsupervised-learning

Last synced: 12 May 2025

https://github.com/yzhao062/Pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python3 unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/greyhatguy007/machine-learning-specialization-coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

andrew-ng andrew-ng-machine-learning coursera coursera-assignment coursera-specialization decision-trees deep-learning linear-regression logistic-regression machine-learning mooc neural-network python recommendation-system solutions supervised-machine-learning tensorflow unsupervised-learning unsupervised-machine-learning

Last synced: 14 May 2025

https://github.com/rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning

Last synced: 13 May 2025

https://github.com/open-edge-platform/anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-detection anomaly-localization anomaly-segmentation neural-network-compression openvino unsupervised-learning

Last synced: 29 Apr 2025

https://github.com/openvinotoolkit/anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-detection anomaly-localization anomaly-segmentation neural-network-compression openvino unsupervised-learning

Last synced: 25 Mar 2025

https://github.com/google-research/simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

computer-vision contrastive-learning representation-learning self-supervised-learning simclr simclrv2 unsupervised-learning

Last synced: 17 Jan 2025

https://github.com/open-mmlab/mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

beit mae masked-image-modeling moco pytorch self-supervised-learning simclr simsiam unsupervised-learning

Last synced: 14 May 2025

https://github.com/voxelmorph/voxelmorph

Unsupervised Learning for Image Registration

deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning

Last synced: 13 May 2025

https://github.com/sthalles/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning

Last synced: 15 May 2025

https://github.com/seldonio/alibi-detect

Algorithms for outlier, adversarial and drift detection

adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning

Last synced: 13 May 2025

https://github.com/opencog/opencog

A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

agi learning learning-algorithm natural-language natural-language-inference natural-language-understanding robot-controller robotics unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning

Last synced: 26 Mar 2025

https://github.com/SeldonIO/alibi-detect

Algorithms for outlier, adversarial and drift detection

adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning

Last synced: 26 Mar 2025

https://github.com/benedekrozemberczki/karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

2vec community-detection deepwalk gcn graph-clustering graph-embedding graph2vec label-propagation louvain machine-learning network-embedding network-science networkx networkx-graph node-embedding node2vec scikit sklearn supervised-learning unsupervised-learning

Last synced: 14 May 2025

https://github.com/tinghuiz/sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 15 May 2025

https://github.com/tinghuiz/SfMLearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 16 Mar 2025

https://github.com/JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

clustering dimensionality-reduction kohonen machine-learning manifold-learning neural-networks outlier-detection self-organizing-map som unsupervised-learning vector-quantization

Last synced: 01 May 2025

https://github.com/wvangansbeke/unsupervised-classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning

Last synced: 01 Apr 2025

https://github.com/wvangansbeke/Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning

Last synced: 26 Mar 2025

https://github.com/HyperGAN/HyperGAN

Composable GAN framework with api and user interface

artificial-intelligence computer-vision gan generative-adversarial-network hypergan machine-learning machine-learning-api online-learning python pytorch sponsors unsupervised-learning

Last synced: 12 Apr 2025

https://github.com/hypergan/hypergan

Composable GAN framework with api and user interface

artificial-intelligence computer-vision gan generative-adversarial-network hypergan machine-learning machine-learning-api online-learning python pytorch sponsors unsupervised-learning

Last synced: 16 May 2025

https://github.com/jaanli/variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

autoregressive-neural-networks deep deep-learning deep-neural-networks learning machine-learning probabilistic-graphical-models pytorch tensorflow unsupervised-learning vae variational-autoencoder variational-inference

Last synced: 08 Apr 2025

https://github.com/sintel-dev/orion

Unsupervised time series anomaly detection library

anomaly-detection benchmarking data-science deep-learning generative-adversarial-network machine-learning orion signals time-series unsupervised-learning

Last synced: 14 May 2025

https://github.com/carpedm20/discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

gan generative-model pytorch unsupervised-learning

Last synced: 12 Apr 2025

https://github.com/carpedm20/DiscoGAN-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

gan generative-model pytorch unsupervised-learning

Last synced: 27 Nov 2024

https://github.com/sintel-dev/Orion

A machine learning library for detecting anomalies in signals.

anomaly-detection benchmarking data-science deep-learning generative-adversarial-network machine-learning orion signals time-series unsupervised-learning

Last synced: 26 Mar 2025

https://github.com/tensorflow/similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

barlow-twins clustering contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search nearest-neighbors python simclr simclr2 similarity-learning similarity-search simsiam tensorflow unsupervised-learning

Last synced: 15 May 2025

https://github.com/auspicious3000/autovc

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

generative-models speech-synthesis tacotron-pytorch unsupervised-learning voice-conversion wavenet-vocoder

Last synced: 11 Apr 2025

https://github.com/athena-team/athena

an open-source implementation of sequence-to-sequence based speech processing engine

asr ctc deployment sequence-to-sequence speaker-recognition speech-recognition speech-synthesis tensorflow transformer tts unsupervised-learning wfst

Last synced: 28 Nov 2024

https://github.com/minqi824/adbench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

anomaly-detection benchmark data-mining data-sicence deep-learning ensemble-learning machine-learning neural-networks outlier-detection python semi-supervised-learning supervised-learning unsupervised-learning

Last synced: 15 May 2025

https://github.com/Minqi824/ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

anomaly-detection benchmark data-mining data-sicence deep-learning ensemble-learning machine-learning neural-networks outlier-detection python semi-supervised-learning supervised-learning unsupervised-learning

Last synced: 07 Apr 2025

https://github.com/benedekrozemberczki/graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec

Last synced: 04 Apr 2025

https://github.com/vita-group/enlightengan

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning

Last synced: 16 May 2025

https://github.com/VITA-Group/EnlightenGAN

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning

Last synced: 02 Apr 2025

https://github.com/pathak22/context-encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

computer-graphics computer-vision context-encoders dcgan deep-learning gan generative-adversarial-network image-inpainting machine-learning unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/yunjey/dtn-tensorflow

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

domain-transfer image-generation tensorflow unsupervised-learning

Last synced: 26 Jan 2025

https://github.com/yunjey/domain-transfer-network

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

domain-transfer image-generation tensorflow unsupervised-learning

Last synced: 24 Mar 2025

https://github.com/minzhang-whu/change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/mrsaeeddev/free-ai-resources

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

ai artificial-intelligence artificial-neural-networks data data-science data-science-learning data-science-projects deep-learning deep-neural-networks hacktoberfest hacktoberfest2020 machine-learning machine-learning-algorithms machinelearning reinforcement-learning research supervised-learning unsupervised-learning

Last synced: 08 Apr 2025

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 30 Mar 2025

https://github.com/yanndubs/disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder

Last synced: 12 Apr 2025

https://github.com/spijkervet/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 15 May 2025

https://github.com/Spijkervet/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/mhamilton723/STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 08 May 2025

https://github.com/mhamilton723/stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/hollobit/All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

adversarial-nets adversarial-networks arxiv cgan classification ct-denoising deep-learning detection gan generative-adversarial-network image-synthesis medical-image-synthesis medical-imaging neural-network paper pytorch reconstruction segmentation tensorflow unsupervised-learning

Last synced: 01 Apr 2025

https://github.com/hollobit/all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

adversarial-nets adversarial-networks arxiv cgan classification ct-denoising deep-learning detection gan generative-adversarial-network image-synthesis medical-image-synthesis medical-imaging neural-network paper pytorch reconstruction segmentation tensorflow unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/advimman/hidt

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

computational-photography deep-learning gan generative-adversarial-network high-resolution image-editing image-generation image-processing image-to-image-translation style-transfer unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/petarv-/dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

deep-graph-infomax graph-convolutional-networks neural-networks python pytorch unsupervised-learning unsupervised-node-embedding

Last synced: 04 Apr 2025

https://github.com/gregversteeg/corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

information-theory machine-learning python topic-modeling unsupervised-learning

Last synced: 03 May 2025

https://github.com/achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project

Complete-Life-Cycle-of-a-Data-Science-Project

analysis data-analysis data-science dataset deep-learning eda exploratory-data-analysis feature-engineering federated-learning machine-learning nlp-models python python-library pytorch reinforcement-learning scraper supervised-learning transfer-learning unsupervised-learning web-scraping

Last synced: 06 May 2025

https://github.com/mahmoodlab/HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 deep-learning hierarchical-attention-networks high-resolution histopathology pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 06 May 2025

https://github.com/mahmoodlab/hipt

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 deep-learning hierarchical-attention-networks high-resolution histopathology pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 04 Apr 2025

https://github.com/anuragranj/cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

adversarial adversarial-collaboration camera-pose deep-learning depth-prediction motion-segmentation optical-flow unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/wq2012/spectralcluster

Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

auto-tune clustering constrained-clustering machine-learning python speaker-diarization spectral-clustering unsupervised-clustering unsupervised-learning

Last synced: 16 May 2025

https://github.com/sthalles/pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol deep-learning pytorch representation-learning self-supervised-learning simclr unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/kaiyangzhou/pytorch-vsumm-reinforce

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

computer-vision deep-learning machine-learning policy-network reinforcement-learning unsupervised-learning video-summarization

Last synced: 05 Apr 2025

https://github.com/KrishnaswamyLab/PHATE

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

data-visualization dimensionality-reduction manifold-learning single-cell unsupervised-learning

Last synced: 08 Apr 2025

https://github.com/paddlepaddle/paddlefleetx

飞桨大模型开发套件，提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。

benchmark cloud data-parallelism distributed-algorithm elastic fleet-api large-scale lightning model-parallelism paddlecloud paddlepaddle pipeline-parallelism pretraining self-supervised-learning unsupervised-learning

Last synced: 13 Apr 2025

https://github.com/santi-pdp/pase

Problem Agnostic Speech Encoder

deep-learning multi-task-learning pytorch self-supervised-learning speech-processing unsupervised-learning waveform-analysis

Last synced: 14 Mar 2025

https://github.com/wvangansbeke/unsupervised-semantic-segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

clustering contrastive-learning iccv iccv2021 moco pascal-voc representation-learning self-supervised-learning semantic-segmentation unsupervised-learning unsupervised-semantic-segmentation

Last synced: 06 Apr 2025

https://github.com/open-mmlab/openunreid

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

domain-translation image-retrieval open-set-domain-adaptation pseudo-labeling re-identification unsupervised-domain-adaptation unsupervised-learning

Last synced: 06 Apr 2025

https://github.com/microsoft/Recursive-Cascaded-Networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

iccv2019 medical-image-registration unsupervised-learning

Last synced: 09 May 2025

https://github.com/amanchadha/iseebetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

cnn convolutional-neural-network convolutional-neural-networks gan gans generative-adversarial-network psnr pytorch recurrent-neural-networks residual-networks resnet resnets rnn self-supervised-learning srgan ssim super-resolution unsupervised-learning video-processing video-super-resolution

Last synced: 16 May 2025

https://github.com/atcold/pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 07 Apr 2025

https://github.com/Atcold/pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 27 Nov 2024

https://github.com/ysh329/Chinese-UFLDL-Tutorial

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

convolutional-neural-networks exercise sparse-autoencoders supervised-neural-network taught-learning unsupervised-learning

Last synced: 07 May 2025

https://github.com/zdaxie/PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

contrastive-learning cvpr2021 pixel-level-contrastive-learning pixpro unsupervised-learning

Last synced: 08 May 2025

https://github.com/zdaxie/pixpro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

contrastive-learning cvpr2021 pixel-level-contrastive-learning pixpro unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

contextual contrastive-learning deep-learning eeg epilepsy epileptic-seizures fault-diagnosis human-activity-recognition machine-learning representation-learning sleep-stage-classification temporal time-series transfer-learning unsupervised-learning

Last synced: 28 Nov 2024

https://github.com/amirbar/detreg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

deep-learning object-detection pytorch unsupervised-learning

Last synced: 06 Apr 2025

https://github.com/GT-RIPL/L2C

Learning to Cluster. A deep clustering strategy.

artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning

Last synced: 08 May 2025

https://github.com/gt-ripl/l2c

Learning to Cluster. A deep clustering strategy.

artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/jxareas/machine-learning-notebooks

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

clustering deep-learning jupyter-notebook kmeans learn linear-regression logistic-regression machine-learning machine-learning-algorithms neural-network numpy python regression reinforcement-learning reinforcement-learning-algorithms supervised-learning tensorflow unsupervised-learning

Last synced: 16 May 2025

https://github.com/pathak22/unsupervised-video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

computer-vision deep-learning feature-learning machine-learning motion-segmentation unsupervised-learning video-processing video-segmentation

Last synced: 08 May 2025

https://github.com/benedekrozemberczki/gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 09 Apr 2025

https://github.com/benedekrozemberczki/GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 27 Mar 2025

https://github.com/oke-aditya/image_similarity

PyTorch Blog Post On Image Similarity Search

auto-encoders autoencoder image-retrieval image-similarity pytorch unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/IBCNServices/pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

cbow embeddings feature-matrix knowledge-graph machine-learning rdf2vec rdflib skip-gram unsupervised-learning walking-strategy word2vec

Last synced: 29 Apr 2025

https://github.com/yxuansu/MAGIC

Language Models Can See: Plugging Visual Controls in Text Generation

clip gpt-2 image-captioning multimodal plug-and-play-language-models story-generation text-generation unsupervised-learning zero-shot

Last synced: 27 Apr 2025

https://github.com/sethblack/python-gift-exchange

pyge: Holiday Gift Exchange Picker

euclidean-distances gift-exchange holidays machine-learning python python3 random secret-santa unsupervised-learning weighted-random

Last synced: 06 Apr 2025

https://github.com/predict-idlab/pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

cbow embeddings feature-matrix knowledge-graph machine-learning rdf2vec rdflib skip-gram unsupervised-learning walking-strategy word2vec

Last synced: 13 Apr 2025

https://github.com/selimfirat/pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

anomaly anomaly-detection fraud-detection incremental-learning intrusion-detection machine-learning outlier-detection outliers python real-time streaming-data unsupervised-learning

Last synced: 14 Mar 2025

https://github.com/MohamedAfham/CrossPoint

Official implementation of "CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding" (CVPR, 2022)

3d-point-clouds cross-modal-learning deep-learning few-shot-learning object-classification point-cloud self-supervised-learning transfer-learning unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

automated-machine-learning automl catboost classification gpu-acceleration h2o lightgbm multiclass-classification panel-data r regression supervised-learning timeseries unsupervised-learning xgboost

Last synced: 26 Apr 2025

https://github.com/AdrianAntico/RemixAutoML

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

automated-machine-learning automl catboost classification gpu-acceleration h2o lightgbm multiclass-classification panel-data r regression supervised-learning timeseries unsupervised-learning xgboost

Last synced: 14 Mar 2025

https://github.com/koalaverse/homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

data-science machine-learning r supervised-learning unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/MightyChaos/LKVOLearner

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

ddvo depth-estimation posenet-ddvo pytorch unsupervised-learning visual-odometry

Last synced: 02 Apr 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/yueliu1999/DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 08 May 2025

https://github.com/ermongroup/variational-ladder-autoencoder

Implementation of VLAE

feature-extraction generative-model representation-learning unsupervised-learning variational-inference

Last synced: 08 May 2025

https://github.com/hukenovs/coursera_ml_da_specialization

Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)

certificates convolutional-neural-networks coursera data-engineering data-mining data-science data-visualization deep-learning jupyter machine-learning machine-learning-algorithms machine-learning-coursera mipt neural-network python supervised-learning unsupervised-learning yandex

Last synced: 25 Jun 2025

https://github.com/benedekrozemberczki/danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 06 May 2025

https://github.com/danaugrs/go-tsne

t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

3d data-science dimensionality-reduction go machine-learning tsne unsupervised-learning visualization

Last synced: 30 Apr 2025

https://github.com/benedekrozemberczki/DANMF

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 27 Mar 2025

https://github.com/milaan9/clustering_algorithms_from_scratch

Implementing Clustering Algorithms from scratch in MATLAB and Python

cluster cluster-analysis clustering-algorithms clustering-analysis clustering-benchmark clustering-methods clustering-models machine-learning-algorithms subspace-clustering tutor-milaan9 unsupervised-learning

Last synced: 07 Apr 2025