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117 search results found

100 Days Of Ml Code ⭐ 20,750

100-Days-Of-ML-Code中文版

Simclr ⭐ 3,525

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

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

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

Discogan Pytorch ⭐ 928

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

Handson Unsupervised Learning ⭐ 604

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

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

A stable algorithm for GAN training

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Clustering_algorithms_from_scratch ⭐ 170

Implementing Clustering Algorithms from scratch in MATLAB and Python

Keras_deep_clustering ⭐ 168

How to do Unsupervised Clustering with Keras

The AugNet Python module contains functions for the fast computation of image similarity.

Vae Lstm For Anomaly Detection ⭐ 128

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

SPEAR: Programmatically label and build training data quickly.

Predict Cluster ⭐ 102

Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

Pytorch Byol ⭐ 94

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

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

Scdeepcluster ⭐ 86

scDeepCluster for Single Cell RNA-seq data

Weakly Supervised 3d Object Detection ⭐ 85

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

Concrete Autoencoders ⭐ 83

Sutton Barto Rl Exercises ⭐ 83

📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Simclr In Tensorflow 2 ⭐ 57

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

Coursera_ml_da_specialization ⭐ 53

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

Metric Transfer.pytorch ⭐ 50

Deep Metric Transfer for Label Propagation with Limited Annotated Data

Self Supervised Vit Path ⭐ 50

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

Variational Sparse Coding ⭐ 47

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

Unsupervised learning of atomic scale dynamics from molecular dynamics.

Jigsawpuzzlesolver ⭐ 41

100_days_of_ml_code ⭐ 40

100 Days of Machine Learning Code

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Time Series Segmentation Benchmark ⭐ 36

This repository contains the time series segmentation benchmark (TSSB).

Motiflets ⭐ 36

An open-source unsupervised time-series anomaly detection package by Getcontact Data Team

First_order_gan ⭐ 33

Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

Tsad Model Selection ⭐ 32

Code for "Unsupervised Model Selection for Time-series Anomaly Detection", ICLR 2023.

ClaSPy: A Python package for time series segmentation.

Real_estate_ml ⭐ 28

Machine Learning for Real Estate

Interpretable AI pipeline improving binding predictions for novel protein targets and ligands

Machine Learning With Scikit Learn Python 3.x ⭐ 27

In general, a learning problem considers a set of n samples of data and then tries to predict properties of unknown data. If each sample is more than a single number and, for instance, a multi-dimensional entry (aka multivariate data), it is said to have several attributes or features. Learning problems fall into a few categories: supervised learning, in which the data comes with additional attributes that we want to predict (Click here to go to the scikit-learn supervised learning page).This

Machine Learning Nd Portfolio ⭐ 25

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

Kmedoids ⭐ 23

The Partitioning Around Medoids (PAM) implementation of the K-Medoids algorithm in Python [Unmaintained]

Scdeepcluster_pytorch ⭐ 22

Pytorch implementation of scDeepCluster for Single Cell RNA-seq data

Machine_learning_from_scratch_matlab_python ⭐ 21

Vectorized Machine Learning in Python 🐍 From Scratch

Eigen Portfolio ⭐ 21

Unsupervised machine learning Principal Component Analysis (PCA) on the Dow Jones Industrial Average index and it's respective 30 stocks to construct an optimized diversified intelligent portfolio.

Audio Features Unsupervised Learning ⭐ 21

In this project I clustered my Spotify music using its audio features with the goal of finding similar music in each of the clusters

Unsupervisedattentionmechanism ⭐ 19

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Hyperspectral Regression ⭐ 18

Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".

Interpretable AI pipeline improving binding predictions for novel protein targets and ligands

Deeplearningfromscratch2018 ⭐ 18

DeepLearningfromScratch2018

Deep_learning ⭐ 17

Deep-learning approaches to object recognition from 3D data

[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

Break12306captcha ⭐ 16

Code and models accompanying "Learning to Associate Words and Images Using a Large-scale Graph"

Self Supervised Learning By Context Prediction ⭐ 16

Implementation of "Unsupervised Visual Representation Learning by Context Prediction" by C. Doersh, A. Gupta and A. A. Efros

Unsupervised_goal_space_learning ⭐ 15

Code to reproduce the results in the "Unsupervised Learning of Goal Spaces for Intrinsically Motivated Exploration"

Geometry Regularized Autoencoders (GRAE) for large-scale visualization and manifold learning

Ml4industry ⭐ 14

Machine Learning course at Linköping University for Industry

Machine Learning ⭐ 14

This repository is a related to all about Machine Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python), Feature Selection technique in python etc. Follow Coursesteach for more content

Prescription Outliers ⭐ 14

DDC-Outlier: Preventing medication errors using unsupervised learning

Music Recommendation System ⭐ 14

A simple Music Recommendation System

Vipformer ⭐ 13

[ICRA 2023] ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding. https://arxiv.org/abs/2303.14376

Rysearch ⭐ 13

Exploratory search engine based on hierarchical topic models from BigARTM

Graph Infoclust Gic ⭐ 13

Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning (PA-KDD 2021)

Machine Learning Tutorials ⭐ 12

Materials for UCL Artificial Intelligence Society Machine Learning Tutorials Season 1 (2020/2021)

Cem Dataset ⭐ 12

Utilities for building and using the CEM dataset for unsupervised pre-training and downstream tasks.

Cs294 158 Homeworks ⭐ 12

My homework solutions for UC Berkeley CS294: deep unsupervised learning

Quasar Factor Analysis – An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis

Nystrompca ⭐ 11

Efficient non-linear PCA through kernel PCA with the Nyström method

Wav2vec2 Huggingface Demo ⭐ 11

Speech to Text with self-supervised learning based on wav2vec 2.0 framework using Hugging Face's Transformer

Name Disambiguation Biendata ⭐ 11

2019 Biendata竞赛平台“OAG–WhoIsWho 同名消歧竞赛赛道一”消歧比赛，第一名解决方案

Manifold Linearization ⭐ 10

Companion repository for the paper "Representation Learning via Manifold Flattening and Reconstruction"

Conv Autoencoder ⭐ 10

Unsupervised Image Retrieval with Convolutional Autoencoder in Tensorflow

Unsupervised_bio_classifier ⭐ 9

PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier

Pycon2016hk_sklearn ⭐ 9

Country Profiling Using Pca And Clustering ⭐ 9

Unsupervised Machine Learning Analysis Using Clustering Model

Machine Learning Notebooks ⭐ 9

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

Credit Card Fraud Detection ⭐ 9

It is Based on Anamoly Detection and by Using Deep Learning Model SOM which is an Unsupervised Learning Method to find patterns followed by the fraudsters.

Window Size Selection ⭐ 8

This is the supporting website for the paper "Window Size Selection In Unsupervised Time Series Analytics: A Review and Benchmark".

Driver_safety_analysis ⭐ 8

Estimating driver safety for connected cars

Honk4honda ⭐ 8

Predict markets favorable for Honda to expand to

Customer Segmentation Using Clustering Algorithms ⭐ 8

Customer Segmentation Using Unsupervised Machine Learning Algorithms

Learn Ai In 30 Days ⭐ 8

2022年iThome鐵人賽「AI & Data」組佳作【新手也能懂得AI-深入淺出的AI課程】完整程式碼，該文章會從安裝Python開始到

Bn Htr_ls ⭐ 7

This repository is based on the work done for the Bangla Handwritten Line Segmentation

Phenoplier ⭐ 7

Machine Learning ⭐ 7

Fundamentals & projects

Deep Embedded Music ⭐ 7

Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks

A flexible, fast and scalable python library for Self-Organizing Maps

Machine Learning Algorithm ⭐ 7

Some algorithms of machine learning like Regression, Cluster, Deep Learning, and much more.

Embedding with the Heat-geodesic dissimilarity

Exploratory_data_analysis_and_ml_projects ⭐ 6

Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.

Clarusway_machine_learning_course ⭐ 6

This repository contains the Machine Learning lessons I took from the Clarusway Bootcamp between 10 Aug - 14 Sep 2022 and includes 17 sessions, 5 labs, 4 case studies, 5 weekly agendas, and 3 projects.

Autoencoder Implementations ⭐ 6

This repository contains various Autoencoders implemented using TensorFlow

Unsupervised Domain Adaptation With Bert ⭐ 6

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

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