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MLEveryday/100-Days-Of-ML-Code

ๆœบๅ™จๅญฆไน 100ๅคฉๅญฆไน ่ฎกๅˆ’๏ผŒๆถต็›–ๆœ‰็›‘็ฃๅ’Œๆ— ็›‘็ฃๅญฆไน ็ฎ—ๆณ•

22.2K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#machine-learning#deep-learning#jupyter-notebook

afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning course

19.3K
Archived
Cheatsheets
#cheatsheet#cs229#machine-learning

jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

owainlewis/awesome-artificial-intelligence

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

13.0K
Stable
AI Courses & Learning Resources
#artificial-intelligence#machine-learning#deep-learning

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

yzhao062/anomaly-detection-resources

A comprehensive collection of resources for anomaly detection, including books, papers, videos, and toolboxes.

9.2K
Stable
Python
LLM Frameworks
Computer Vision
Python
#anomaly-detection#outlier-detection#fraud-detection

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

open-edge-platform/anomalib

An open-source anomaly detection library with state-of-the-art algorithms and features like experiment management and edge inference.

5.4K
Active
Python
Computer Vision
Inference
Python
#anomaly-detection#anomaly-localization#anomaly-segmentation

rasbt/mlxtend

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

5.1K
Active
Python
ML Ops
Databases
Python
#machine-learning#data-science#data-mining

google-research/simclr

A self-supervised learning framework for computer vision tasks with a focus on contrastive learning.

4.5K
Archived
Jupyter Notebook
Computer Vision
Contrastive Learning
Jupyter Notebook
#computer-vision#contrastive-learning#representation-learning

SeldonIO/alibi-detect

Detects anomalies and drift in data with algorithms for outlier, adversarial, and concept-drift detection.

2.5K
Stable
Jupyter Notebook
Jupyter Notebook
#anomaly-detection#drift-detection#outlier-detection

sthalles/SimCLR

PyTorch implementation of SimCLR, a simple framework for contrastive learning of visual representations.

2.5K
Archived
Jupyter Notebook
Representation Learning
Computer Vision
PyTorch
#contrastive-loss#deep-learning#machine-learning

opencog/opencog

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

2.4K
Stable
Scheme
LLM Frameworks
Agents & Orchestration
Scheme
#agi#learning#natural-language

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations for data science and network analysis.

2.4K
Stable
Python
Data Science
Backend Frameworks
#community-detection#network-analysis#graph-clustering

mrsaeeddev/free-ai-resources

A curated collection of free AI resources including courses, jobs, blogs, and research for developers.

1.8K
Archived
LLM Frameworks
Tutorials & Courses
#artificial-intelligence#machine-learning#deep-learning

artix41/awesome-transfer-learning

A curated list of resources for transfer learning and domain adaptation research and applications.

1.8K
Archived
Transfer Learning
#transfer-learning#domain-adaptation#unsupervised-learning

JustGlowing/minisom

A minimalistic implementation of the Self Organizing Maps (SOM) algorithm for clustering and dimensionality reduction.

1.6K
Active
Python
Clustering
Dimensionality Reduction
Python
#clustering#dimensionality-reduction#unsupervised-learning

wvangansbeke/Unsupervised-Classification

Unsupervised image classification library using contrastive learning and SCAN algorithm.

1.5K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#clustering#contrastive-learning#image-classification

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training

sintel-dev/Orion

A Python library for unsupervised time series anomaly detection, useful for data science and ML applications.

1.3K
Active
Python
Anomaly Detection
Time Series
Python
#anomaly-detection#time-series#unsupervised-learning
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