timeseries topic
tempo
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
microprediction
If you can measure it, consider it predicted
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
hastic-server
Hastic data management server for analyzing patterns and anomalies from Grafana
tidyquant
Bringing financial analysis to the tidyverse
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanatio...
qryn
Lightweight, Polyglot, Snap-on Observability Stack. Drop-in Compatible with Loki, Prometheus, Tempo, Pyroscope, Opentelemetry and more! Vendor independent LGTM replacement and Splunk/Datadog/Elastic a...
traffic_prediction
Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).