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rob-med/awesome-TS-anomaly-detection

A curated list of tools and datasets for anomaly detection on time-series data.

3.2K
Archived
Data Analysis
Data Mining
#anomaly-detection#time-series#outlier-detection

automeris-io/WebPlotDigitizer

A computer vision-assisted tool to extract numerical data from plot images for data visualization and analysis.

3.0K
Active
JavaScript
Charts & Visualization
Data Mining
JavaScript
#charts#data-extraction#computer-vision

dblalock/bolt

A fast C++ library for high-performance matrix and vector operations.

2.5K
Archived
C++
Data Mining
Machine Learning
#compression#data-mining#machine-learning

WenjieDu/PyPOTS

A Python toolkit for building machine/deep learning models on partially-observed time series data

2.0K
Active
Python
Machine Learning Ops
Databases
PyTorch
#time-series#anomaly-detection#forecasting

youngfish42/Awesome-FL

Comprehensive collection of federated learning resources (papers, frameworks, datasets, tutorials, etc.)

2.0K
Stable
Python
LLM Frameworks
Databases
#federated-learning#machine-learning#artificial-intelligence

safe-graph/graph-fraud-detection-papers

A curated list of Graph/Transformer-based papers and resources for fraud, anomaly, and outlier detection.

1.8K
Active
Machine Learning
Data Mining
#academic-publications#anomaly-detection#data-science

benedekrozemberczki/awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

1.8K
Active
Python
ML Ops
Data Mining
#fraud-detection#data-mining#classification

404notf0und/AI-for-Security-Learning

An open-source project that explores the use of AI techniques in security-related tasks, including data analysis and algorithm development.

1.8K
Archived
ML Ops
Security Research
#security#data-analysis#machine-learning

PaddlePaddle/Research

A collection of novel deep learning research works using the PaddlePaddle framework for computer vision, NLP, and more.

1.7K
Archived
Python
Computer Vision
NLP
Python
#deep-learning#computer-vision#nlp

zslucky/awesome-AI-books

A curated collection of AI-related books and resources for developers to learn and experiment with AI concepts.

1.7K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
#ai#machine-learning#deep-learning

Yimeng-Zhang/feature-engineering-and-feature-selection

A comprehensive guide to feature engineering and feature selection techniques in Python, with examples.

1.6K
Archived
Jupyter Notebook
Data Mining
Documentation
Jupyter Notebook
#feature-engineering#feature-selection#machine-learning

qingsongedu/awesome-AI-for-time-series-papers

A curated list of papers, tutorials, and surveys on AI for time series analysis and forecasting.

1.6K
Archived
ML Ops
Tutorials & Courses
#time-series#forecasting#anomaly-detection

sepandhaghighi/pycm

A Python library for creating multi-class confusion matrices, useful for evaluating machine learning models.

1.5K
Active
Python
ML Ops
Data Analysis
#accuracy#classification#confusion-matrix

eBay/tsv-utils

TSV Utilities: Command-line tools for processing large tabular data files with filtering, statistics, sampling, and more.

1.5K
Archived
D
CLI Tools
Databases
#cli#tabular-data#data-processing

sunlabuiuc/PyHealth

A Python toolkit for deep learning and healthcare applications, with support for clinical data and electronic health records.

1.5K
Active
Python
Deep Learning
Healthcare
#clinical-data#electronic-health-record#data-mining

demidovakatya/vvedenie-mashinnoe-obuchenie

A comprehensive collection of resources for learning machine learning in Russian.

1.4K
Archived
Tutorials & Courses
Books & Guides
#machine-learning#data-science#deep-learning

CIRCL/AIL-framework

An open-source framework for analyzing and detecting information leaks, security incidents, and data privacy issues.

1.4K
Active
Python
Security Research
Privacy Tools
#security#privacy#information-leak

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning, focused on data-mining and forecasting.

1.3K
Active
Python
Time Series
Data Mining
Python
#time-series#forecasting#machine-learning

alan-turing-institute/CleverCSV

A Python package for handling messy CSV files with improved dialect detection and a command-line interface.

1.3K
Active
Python
ETL & Pipelines
CLI Tools
#csv#data-analysis#data-mining

PatMartin/Dex

Dex is a powerful data visualization tool that enables data exploration and publishing of web visualizations.

1.3K
Archived
JavaScript
ETL & Pipelines
Charts & Visualization
#data-analysis#data-visualization#data-mining

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