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: almost 2 years ago
Linked from 1 awesome list

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

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
alkaline-ml/pmdarimaA statistical library for time series analysis and forecasting1,603
sintel-dev/dracoA collection of end-to-end solutions for machine learning tasks commonly found in time series monitoring systems53
dmbee/seglearnA machine learning tool for time series data analysis and modeling573
nipy/nitimeTools and algorithms for time-series analysis in neuroscience data244
johannfaouzi/pytsA Python package for time series classification and analysis1,781
microsoft/taganomalyAnomaly detection tool for multiple time series data with interactive visualization and labeling capabilities324
thunder-project/thunderA Python framework for analyzing image and time series data815
x-datainitiative/tickA Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization.495
arundo/adtkA toolkit for rule-based and unsupervised anomaly detection in time series data1,108
business-science/timetkA comprehensive R package for time series analysis and forecasting with an emphasis on ease of use and extensive feature set.615
mingsongli/acycleSoftware for analyzing time-series data in various fields, particularly climate research and education.84
jpeg729/pytorch_bitsAn experimental framework for developing and testing deep learning models on time-series prediction tasks79
albermax/innvestigateA toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface.1,271
code-kern-ai/refineryA tool to help data scientists manage and annotate natural language data for training AI models1,405
shawshank-smile/pytsda-tdengineAn end-to-end time series data analysis system with integrated machine learning and deep learning capabilities23