unsupervised-machine-learning

This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.

reinforcement-learning tensorflow linear-regression xgboost artificial-neural-networks logistic-regression recommender-system regularization gradient-descent tree-ensemble kmeans-clustering anomaly-detection supervised-machine-learning unsupervised-machine-learning multiple-linear-regression

UpdatedJan 25, 2023
Jupyter Notebook

sharmapratik88 /AIML-Projects

Star174

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp data-science machine-learning statistics computer-vision random-forest data-visualization recommendation-system logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier knearest-neighbor-algorithm oversampling supervised-machine-learning unsupervised-machine-learning catboost ensemble-machine-learning machinelearningprojects datascienceproject

UpdatedAug 23, 2021
Jupyter Notebook

adobe /stringlifier

Star169

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

api machine-learning analysis clustering python3 pytorch classification tf-idf convolutional-networks unsupervised-machine-learning long-short-term-memory raw-text

UpdatedMay 20, 2025
Python

jiaxiaogang /HELIX_THEORY

Star141

螺旋熵减理论

UpdatedOct 22, 2025
Objective-C

genular /pandora

Star138

PANDORA 💻

data-science machine-learning data-mining bioinformatics clustering systems-biology data-visualization drug-discovery data-integration microbiome transcriptomics predictive-analytics pandora tsne umap biomarkers genomic-data-analysis clinical-data unsupervised-machine-learning

UpdatedApr 4, 2025
Vue

bupt-ai-cz /HHCL-ReID

Star134

Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification

re-identification unsupervised-machine-learning

UpdatedJul 10, 2022
Python

soypat /mu8

Sponsor

Star128

Genetic algorithm for unsupervised machine learning in Go.

go golang machine-learning algorithm optimization genetic-algorithm genetic-algorithms evolutionary-algorithm optimization-algorithms island-model unsupervised-machine-learning go-generics golang-generics

UpdatedMay 16, 2023
Go

naver /tldr

Star126

TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses

dimensionality-reduction manifold-learning unsupervised-machine-learning pytorch-implementation

UpdatedJun 15, 2022
Python

nla-group /classix

Star122

Fast and explainable clustering in Python

visualization data-science machine-learning data-mining algorithm clustering cython classification data-analysis unsupervised-learning unsupervised-machine-learning

UpdatedNov 17, 2025
Python

krishnakafle /gee-tutorials

Star110

This code base is collection of codes that are freely available for google earth engine. This is the collection of tutorials prepared by multiple individuals that were shared publicly as documents for learning purposes. These documents has been converted to web pages and are made easy access to the normal users via web page.

classification satellite-imagery unsupervised-learning google-earth-engine gee unsupervised-machine-learning supervised-classification-methods gee-python-api gee-tutorials google-earth-engine-tutorials earth-engine-classification gee-tutorial gee-application