mistralai / timestral
Repository for Timestral, the time-series foundation model by Mistral AI
mistralai / timestral
redis / redis
For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
prometheus / prometheus
The Prometheus monitoring system and time series database.
pathwaycom / pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
google-research / timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
influxdata / influxdb
Scalable datastore for metrics, events, and real-time analytics
taosdata / TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
timescale / timescaledb
A time-series database for high-performance real-time analytics packaged as a Postgres extension
influxdata / telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
questdb / questdb
QuestDB is a high performance, open-source, time-series database
ccfos / nightingale
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
leeoniya / uPlot
๐ A small, fast chart for time series, lines, areas, ohlc & bars
sktime / sktime
A unified framework for machine learning with time series
yzhao062 / pyod
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
polakowo / vectorbt
The research engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
PaddlePaddle / PaddleX
All-in-One Development Tool based on PaddlePaddle
PlotJuggler / PlotJuggler
The Time Series Visualization Tool that you deserve.
amazon-science / chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
graphite-project / graphite-web
A highly scalable real-time graphing system
awslabs / gluonts
Probabilistic time series modeling in Python
Nixtla / statsforecast
Lightning โก๏ธ fast forecasting with statistical and econometric models.
crate / crate
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
ourownstory / neural_prophet
NeuralProphet: A simple forecasting package
Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
stumpy-dev / stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
Nixtla / nixtla
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 ๐.
ravendb / ravendb
ACID Document Database
sdv-dev / SDV
Synthetic data generation for tabular data
tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
hello245m / free-stockdb
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jolibrain / deepdetect
Deep Learning Server and CLI for Torch and TensorRT
influxdata / kapacitor
Open source framework for processing, monitoring, and alerting on time series data
IBM / AssetOpsBench
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
AIStream-Peelout / flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
WenjieDu / PyPOTS
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
ContextLab / hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
johannfaouzi / pyts
A Python package for time series classification
ScottfreeLLC / AlphaPy
Python AutoML for Trading Systems and Sports Betting
decisionintelligence / TFB
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
alkaline-ml / pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
bashtage / arch
ARCH models in Python
quixio / quix-streams
Python Streaming DataFrames for Kafka
pyrra-dev / pyrra
Making SLOs with Prometheus manageable, accessible, and easy to use for everyone!
skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
graphite-project / carbon
Carbon is one of the components of Graphite, and is responsible for receiving metrics over the network and writing them down to disk using a storage backend.
filodb / FiloDB
Distributed Prometheus time series database
aeon-toolkit / aeon
A toolkit for time series machine learning and deep learning
timescale / tsbs
Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data
winedarksea / AutoTS
Automated Time Series Forecasting
sintel-dev / Orion
Unsupervised time series anomaly detection library
jacksontj / promxy
An aggregating proxy to enable HA prometheus
Nixtla / mlforecast
Scalable machine ๐ค learning for time series forecasting.
predict-idlab / plotly-resampler
Visualize large time series data with plotly.py
ArcadeData / arcadedb
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.
TSCenter / awesome-time-series-papers
An Awesome List of the latest time series papers and code from top AI venues.
fraunhoferportugal / tsfel
Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python
lixus7 / Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
business-science / pytimetk
Time series easier, faster, more fun. Pytimetk.