numalogic

Time series analytics toolkit

A collection of machine learning models and tools for real-time time series data analytics and anomaly detection

Collection of operational time series ML models and tools

GitHub

168 stars
8 watching
29 forks
Language: Python
last commit: 4 months ago
Linked from 1 awesome list

autoencodersdeep-learninghacktoberfestmachine-learningoutlier-detectionpythontime-seriesunsupervised-learningvariational-autoencoder

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
alkaline-ml/pmdarima A statistical library for time series analysis and forecasting 1,603
sintel-dev/draco A collection of end-to-end solutions for machine learning tasks commonly found in time series monitoring systems 53
dmbee/seglearn A machine learning tool for time series data analysis and modeling 573
nipy/nitime Tools and algorithms for time-series analysis in neuroscience data 244
johannfaouzi/pyts A Python package for time series classification and analysis 1,781
microsoft/taganomaly Anomaly detection tool for multiple time series data with interactive visualization and labeling capabilities 324
thunder-project/thunder A Python framework for analyzing image and time series data 815
x-datainitiative/tick A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization. 495
arundo/adtk A toolkit for rule-based and unsupervised anomaly detection in time series data 1,108
business-science/timetk A comprehensive R package for time series analysis and forecasting with an emphasis on ease of use and extensive feature set. 615
mingsongli/acycle Software for analyzing time-series data in various fields, particularly climate research and education. 84
jpeg729/pytorch_bits An experimental framework for developing and testing deep learning models on time-series prediction tasks 79
albermax/innvestigate A toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface. 1,271
code-kern-ai/refinery A tool to help data scientists manage and annotate natural language data for training AI models 1,405
shawshank-smile/pytsda-tdengine An end-to-end time series data analysis system with integrated machine learning and deep learning capabilities 23