#time-series

The Prometheus monitoring system and time series database.

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

Scalable and user friendly neural :brain: forecasting algorithms.

Lightning ⚡️ fast forecasting with statistical and econometric models.

Fast and Accurate ML in 3 Lines of Code

A unified framework for machine learning with time series

ACID Document Database

Scalable machine 🤖 learning for time series forecasting.

TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

Python Streaming DataFrames for Kafka

Synthetic data generation for tabular data

A python library for user-friendly forecasting and anomaly detection on time series.

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Sift client libraries and protocol buffers

Statsmodels: statistical modeling and econometrics in Python

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Time series aggregation module (tsam). Determines typical operation periods or decreases the temporal resolution. Accelerates model or experiment runs.

Helper functions to plot, evaluate, preprocess and engineer features for forecasting

Probabilistic time series modeling in Python

Centreon is a network, system and application monitoring tool. Centreon is the only AIOps Platform Providing Holistic Visibility to Complex IT Workflows from Cloud to Edge.

Open weather data for humans.

QuestDB is a high performance, open-source, time-series database

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

Datasets for time series forecasting

Chronos: Pretrained Models for Time Series Forecasting