Awesome Ts Anomaly DetectionList of tools & datasets for anomaly detection on time-series data.
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Mutual labels: data-mining, outlier-detection, anomaly-detection
PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
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Mutual labels: data-mining, outlier-detection, anomaly-detection
Anomaly Detection ResourcesAnomaly detection related books, papers, videos, and toolboxes
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Mutual labels: data-mining, outlier-detection, anomaly-detection
TextClassification基于scikit-learn实现对新浪新闻的文本分类,数据集为100w篇文档,总计10类,测试集与训练集1:1划分。分类算法采用SVM和Bayes,其中Bayes作为baseline。
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Mutual labels: data-mining, scikit-learn
imbalanced-ensembleClass-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库
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Mutual labels: data-mining, scikit-learn
multiscorerA module for allowing the use of multiple metric functions in scikit's cross_val_score
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deviation-networkSource code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection
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Mutual labels: outlier-detection, anomaly-detection
PracticalMachineLearningA collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.
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Mutual labels: data-mining, scikit-learn
SktimeA unified framework for machine learning with time series
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Mutual labels: data-mining, scikit-learn
MatrixprofileA Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
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Mutual labels: data-mining, anomaly-detection
Suod(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
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Mutual labels: data-mining, anomaly-detection
A-Detector⭐ An anomaly-based intrusion detection system.
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Mutual labels: scikit-learn, anomaly-detection
outliertree(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning
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Mutual labels: outlier-detection, anomaly-detection
Algorithmic-TradingAlgorithmic trading using machine learning.
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Mutual labels: data-mining, scikit-learn
DCSOSupplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"
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Mutual labels: outlier-detection, anomaly-detection
XGBODSupplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
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Orange3🍊 📊 💡 Orange: Interactive data analysis
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Model Describermodel-describer : Making machine learning interpretable to humans
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Python Machine Learning BookThe "Python Machine Learning (1st edition)" book code repository and info resource
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Mutual labels: data-mining, scikit-learn