Top Machine Learning Tools
The best tools in the Machine Learning category
Last updated: October 25, 2026
Data source: GitHub API
Showing top 5 tools from all analyzed developer tools
| Rank ↕️ | Tool | Category | GitHub Stars ↕️ | Contributors ↕️ | Languages |
|---|---|---|---|---|---|
| 1 — 🥇 | TensorFlow End-to-end open source platform for machine learning | Machine Learning | 201.2K | 5.4K | C++ |
| 2 — 🥈 | PyTorch Tensors and dynamic neural networks in Python | Machine Learning | 105.1K | 7.2K | Python |
| 3 — 🥉 | Scikit-learn Machine learning in Python | Machine Learning | 67.9K | 3.6K | Python |
| 4 — | MLflow Platform for the machine learning lifecycle | Machine Learning | 28.5K | 1.3K | Python |
| 5 — | Kubeflow Machine learning toolkit for Kubernetes | Machine Learning | 15.9K | 327 | |
About These Rankings
Rankings are calculated based on multiple factors including GitHub stars, downloads, user engagement, and community activity. Data is collected from public sources and updated daily.
Next Update: Daily
Dataset version: 1.0.0