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mistralai/timestral

Repository for Timestral, the time-series foundation model by Mistral AI

Python ◇ developer-tools Apache-2.0
★912STARS
⑂72FORKS
!7ISSUES
🏆#7,747GLOBAL RANK
🔥4DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

timestral is timestral is an open-source project written in Python: Repository for Timestral, the time-series foundation model by Mistral AI..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), mistralai/timestral has accumulated 912 GitHub stars and 72 forks. It is written in Python, licensed under Apache-2.0, and ranks #7,747 globally. It is actively maintained with the latest commit recorded on Oct 15, 2026.”
Repository mistralai/timestral ↗
Primary Category developer tools
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 912 stars · ⑂ 72 forks · #7,747 globally
Maintenance ● Active (Last commit: Oct 15, 2026) · 7 open issues
Target Audience Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 88/100 · Grade A
✅
Is timestral actively maintained in 2026?
Verdict: Actively Maintained

Yes, timestral is actively maintained. Continuous telemetry recorded the last code commit on Oct 15, 2026 (16 days ago). Supported by 912 stars and 72 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.

Commit Recency
Oct 15, 2026
16 days since last push
Issue Backlog
7 Open Issues
Healthy Issue Cadence
Community Backing
72 Forks
912 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for mistralai/timestral
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Momentum

+23

STARS · LAST 30 DAYS

1

PER DAY

#1,095

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+23+90
Per day111
Forks gained+1+3+10

timestral gained 23 stars in the last 30 days, about 1 a day, and now has 912. It is about 1 year old and has averaged roughly 912 stars a year. It ranks #1,095 among Python repositories and #7,747 across all languages on GitHubRepo.

Trending Record

timestral has maintained a continuous presence across global trending indexes, peaking at #9739. Below is the 30-day activity profile:

💡 Overview

timestral is an open-source project written in Python: Repository for Timestral, the time-series foundation model by Mistral AI.

Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install timestral

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

timestral coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed timestral into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install timestral using your package manager: `pip install timestral`

2

Initialize your project workspace or configuration file for timestral.

3

Import timestral into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `timestral --help` to verify successful setup.

👍 Strengths

Active community backing with 912 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

mistralai/timestral is currently ranked #7,747 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#7,740 anthropics/buffa Rust ★ 914 Compare ↗
#7,740 cayu-dev/cayu Python ★ 914 Compare ↗
#7,744 ssokolow/quicktile Python ★ 913 Compare ↗
#7,744 pymanopt/pymanopt Python ★ 913 Compare ↗
#7,744 aload0/AppLock Kotlin ★ 913 Compare ↗
#7,747 mistralai/timestral This Project Python ★ 912
#7,747 istio/proxy Go ★ 912 Compare ↗
#7,747 eclipse-vertx/vertx-sql-client Java ★ 912 Compare ↗
#7,747 lakasir/lakasir PHP ★ 912 Compare ↗
#7,747 j-brooke/FracturedJson C# ★ 912 Compare ↗
#7,747 matter-js/matter.js TypeScript ★ 912 Compare ↗
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Frequently Asked Questions

What does timestral do? +

Repository for Timestral, the time-series foundation model by Mistral AI

Is timestral actively maintained in 2026? +

Yes, timestral is actively maintained. The latest code push was recorded on Oct 15, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 912 stars and 7 open issues.

What language is timestral written in? +

The primary language is Python. Topics include: software.

How many stars does timestral have? +

timestral has 912 stars and 72 forks on GitHub.

How does timestral rank among GitHub repositories? +

With 912 stars, mistralai/timestral is ranked #7,747 globally across all repositories tracked on GitHubRepo and #1,095 among Python projects.

What license is timestral distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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