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awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

awesome-ts-anomaly-detection_zh

awesome_time_series_in_python

This curated list contains python packages for time series analysis

blog

Python机器学习算法技术博客，有原创干货！有code实践！

cufflinks

Productivity Tools for Plotly + Pandas

dcec

deepclustering

Methods and Implements of Deep Clustering

deeptemporalclustering

:chart_with_upwards_trend: Keras implementation of the Deep Temporal Clustering (DTC) model

dgms_for_semi-unsupervised_learning

Code accompanying the paper "Semi-Unsupervised Learning with Deep Generative Models: Clustering and Classifying using Ultra-Sparse Labels"

feature-engineering

Tips for Advanced Feature Engineering

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

github-slideshow

A robot powered training repository :robot:

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

imgkit

🌁 Wkhtmltoimage python wrapper to convert HTML to image

impyute

Data imputations library to preprocess datasets with missing data

jpmml-model

Java Class Model API for PMML

jpmml-sklearn

Java library and command-line application for converting Scikit-Learn pipelines to PMML

lstm_anomaly_detector

LSTM Autoencoder Anomaly Detector, using Apache Spark and Keras

lstm_anomaly_detector-1

A try to autoencode an LSTM to do anomaly detection

pygeo-tutorial

Tutorial of geospatial data processing using python 用python分析时空数据的教程(in Chinese and English )

pyod

(JMLR' 19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

python_exercise

Python exercise programme

python_note

python学习笔记

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-classification

A general, feasible, and extensible framework for classification tasks.

pytorch-forecasting

Time series forecasting with PyTorch

scikit-rvm

Relevance Vector Machine implementation using the scikit-learn API.

seaborn-data

Data repository for seaborn examples

sensorsdata_outliersdetection

Greenhouse anomaly detector based on different strategies (LSTM multivariate outlier detector, Twitter anomaly detector, Frequency analysis)