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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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Kargo
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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
The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
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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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AppSignal
AppSignal knows why the f*#k it crashed. Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
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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)
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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
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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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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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
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A note from our sponsor - Kargo
akuity.io | 8 Sep 2026
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 | 12,816 |
| 2 | autogluon | 10,633 |
| 3 | sktime | 9,990 |
| 4 | darts | 9,510 |
| 5 | vectorbt | 9,003 |
| 6 | Informer2020 | 6,508 |
| 7 | Kats | 6,467 |
| 8 | chronos-forecasting | 5,800 |
| 9 | gluonts | 5,229 |
| 10 | statsforecast | 4,897 |
| 11 | neural_prophet | 4,288 |
| 12 | neuralforecast | 4,264 |
| 13 | SDV | 3,551 |
| 14 | Mycodo | 3,283 |
| 15 | tslearn | 3,174 |
| 16 | Time-LLM | 2,689 |
| 17 | LTSF-Linear | 2,495 |
| 18 | flow-forecast | 2,295 |
| 19 | orbit | 2,072 |
| 20 | PyPOTS | 2,057 |
| 21 | liquid_time_constant_networks | 1,861 |
| 22 | pmdarima | 1,734 |
| 23 | causal-learn | 1,681 |
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