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702 search results found

100 Days Of Ml Code ⭐ 20,750

100-Days-Of-ML-Code中文版

Transferlearning ⭐ 12,494

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

Stanford Cs 229 Machine Learning ⭐ 10,399

VIP cheatsheets for Stanford's CS 229 Machine Learning

Awesome Artificial Intelligence ⭐ 8,777

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

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

Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

Mlxtend ⭐ 4,669

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

Simclr ⭐ 3,525

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

Mmselfsup ⭐ 3,066

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Anomalib ⭐ 2,796

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

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Opencog ⭐ 2,231

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

Machine Learning Specialization Coursera ⭐ 2,082

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

Voxelmorph ⭐ 2,025

Unsupervised Learning for Image Registration

Alibi Detect ⭐ 2,010

Algorithms for outlier, adversarial and drift detection

Karateclub ⭐ 1,950

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

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Simclr ⭐ 1,745

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

Sfmlearner ⭐ 1,637

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

Awesome Transfer Learning ⭐ 1,539

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Minisom ⭐ 1,339

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Deepcluster ⭐ 1,313

Deep Clustering for Unsupervised Learning of Visual Features

Unsupervised Classification ⭐ 1,217

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

Awesome Graph Self Supervised Learning ⭐ 1,194

Awesome Graph Self-Supervised Learning

Hypergan ⭐ 1,190

Composable GAN framework with api and user interface

Variational Autoencoder ⭐ 1,114

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

Variational Autoencoder ⭐ 1,049

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

Disentanglement_lib ⭐ 1,031

disentanglement_lib is an open-source library for research on learning disentangled representations.

Awesome Contrastive Self Supervised Learning ⭐ 1,029

A comprehensive list of awesome contrastive self-supervised learning papers.

Unsup3d ⭐ 981

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

Similarity ⭐ 979

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

A machine learning library for detecting anomalies in signals.

Discogan Pytorch ⭐ 928

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

Enlightengan ⭐ 862

[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

Domain Transfer Network ⭐ 861

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

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

Graph2vec ⭐ 791

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

Prednet ⭐ 695

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

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

Context Encoder ⭐ 675

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

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

Disentangling Vae ⭐ 668

Experiments for understanding disentanglement in VAE latent representations

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

Adbench ⭐ 609

Official Implement of "ADBench: Anomaly Detection Benchmark".

Handson Unsupervised Learning ⭐ 604

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

All About The Gan ⭐ 602

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

Monorec ⭐ 511

Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

Complete Life Cycle Of A Data Science Project ⭐ 499

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

Spectralcluster ⭐ 480

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

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Free Ai Resources ⭐ 466

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

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

Awesome Vaes ⭐ 448

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

Corex_topic ⭐ 441

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

Paddlefleetx ⭐ 421

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。

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

Lda2vec Tf ⭐ 407

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

Speechsplit ⭐ 401

Unsupervised Speech Decomposition Via Triple Information Bottleneck

Lifting From The Deep Release ⭐ 391

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

Paragraph Vectors ⭐ 375

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

Selflow ⭐ 371

SelFlow: Self-Supervised Learning of Optical Flow

Pytorch Cortexnet ⭐ 361

PyTorch implementation of the CortexNet predictive model

Change Detection Review ⭐ 352

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.

Pytorch Vsumm Reinforce ⭐ 342

Unsupervised video summarization with deep reinforcement learning. AAAI'18.

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Sealion ⭐ 328

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

Recycle Gan ⭐ 326

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

Padim Anomaly Detection Localization Master ⭐ 313

This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.

Machine Learning Algorithms From Scratch ⭐ 312

Implementing machine learning algorithms from scratch.

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

Graphsage Pytorch ⭐ 300

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

Unsupervised Semantic Segmentation ⭐ 291

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

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

Awesome State Of Depth Completion ⭐ 282

Current state of supervised and unsupervised depth completion methods

Chinese Ufldl Tutorial ⭐ 282

[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。

Openunreid ⭐ 275

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

Contrastive Predictive Coding ⭐ 269

Keras implementation of Representation Learning with Contrastive Predictive Coding

Problem Agnostic Speech Encoder

Beta Vae ⭐ 262

Pytorch implementation of β-VAE

Python Gift Exchange ⭐ 252

pyge: Holiday Gift Exchange Picker

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

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

Pyrdf2vec ⭐ 232

🐍 Python Implementation and Extension of RDF2Vec

Autoquant ⭐ 227

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

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

Transmomo.pytorch ⭐ 225

This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".

Learning to Cluster. A deep clustering strategy.

Unsupervised Video ⭐ 223

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

Iseebetter ⭐ 223

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

Gan Sandbox ⭐ 223

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

Unsupervised_detection ⭐ 221

An Unsupervised Learning Framework for Moving Object Detection From Videos

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

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

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

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Isolation Forest ⭐ 211

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

Self Supervised Speech Recognition ⭐ 210

speech to text with self-supervised learning based on wav2vec 2.0 framework

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

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