tsfresh

Open Source

AutoML Updated Feb 15, 2026

Get Started →

Compared with 14 other AutoML agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Predictive maintenance by analyzing sensor data Financial forecasting using historical stock prices Anomaly detection in industrial equipment logs Healthcare monitoring via wearable device data

⚖️ Pros & Cons

✅ Pros

Automates feature extraction, saving time and effort
Supports a wide range of time series data types
Integrates well with popular Python ML libraries

❌ Cons

Can be computationally intensive for large datasets
Requires domain knowledge to select relevant features
Limited support for multivariate time series

Overview

tsfresh is an open-source Python library for automatically extracting relevant features from time series data. It helps in transforming raw time series into meaningful statistical features, which can then be used for machine learning tasks.

Problem It Solves

It simplifies the process of feature extraction from time series data, eliminating the need for manual feature engineering and improving model performance.

Target Audience: Developers and teams working with automl automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are tsfresh, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

See all AutoML alternatives to tsfresh →

🔗Related AI Agents

FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

Rate This Agent

Your rating:

Reviews

Loading reviews...

Write a Review

Ready to try this agent?