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Top 23 Python time-series Projects
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Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
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Stream
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- Project mention: Gluon: a GPU programming language based on the same compiler stack as Triton | news.ycombinator.com | 2025-09-17
Amazon (+ Microsoft) already released a language for ML called gluon 8 years ago: https://aws.amazon.com/blogs/aws/introducing-gluon-a-new-lib...
autogluon is popular as well: https://github.com/autogluon/autogluon
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vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Project mention: vectorbt VS QTradeX-Algo-Trading-SDK - a user suggested alternative | libhunt.com/r/vectorbt | 2025-05-28 -
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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statsforecast – Forecasting with statistical and econometric models
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- Project mention: Merlion: A Machine Learning Framework for Time Series Intelligence | news.ycombinator.com | 2025-02-28
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Time-LLM
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
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LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
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flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)
Project mention: Merlion: A Machine Learning Framework for Time Series Intelligence | news.ycombinator.com | 2025-02-28 -
PyPOTS
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
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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.
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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).
Python time-series discussion
Python time-series related posts
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A Linux kernel developer plays with Home Assistant: case studies
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Statsforecast: Fast Python forecasting with statistical and econometric models
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Merlion: A Machine Learning Framework for Time Series Intelligence
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The Matrix Profile
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Ask HN: What is the SOTA in short-term forecasting?
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The explosion in time series forecasting packages in data science
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Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams
- A note from our sponsor - SaaSHub www.saashub.com | 23 Dec 2025
Index
What are some of the best open-source time-series projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Time-Series-Library | 11,085 |
| 2 | autogluon | 9,716 |
| 3 | sktime | 9,403 |
| 4 | darts | 9,103 |
| 5 | Informer2020 | 6,347 |
| 6 | vectorbt | 6,314 |
| 7 | Kats | 6,260 |
| 8 | gluonts | 5,094 |
| 9 | statsforecast | 4,632 |
| 10 | chronos-forecasting | 4,529 |
| 11 | Merlion | 4,471 |
| 12 | neural_prophet | 4,213 |
| 13 | neuralforecast | 3,897 |
| 14 | SDV | 3,360 |
| 15 | Mycodo | 3,181 |
| 16 | tslearn | 3,079 |
| 17 | Time-LLM | 2,443 |
| 18 | LTSF-Linear | 2,339 |
| 19 | flow-forecast | 2,263 |
| 20 | orbit | 2,025 |
| 21 | PyPOTS | 1,909 |
| 22 | liquid_time_constant_networks | 1,769 |
| 23 | pmdarima | 1,698 |
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