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determined-ai/determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
3.2k 371 +0/wk
GitHub
data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops
Trend
0
Star & Fork Trend (17 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
determined-ai/determined has +0 stars this period . 7-day velocity: -0.0%.
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Signal-backed technical analysis will be available soon.
| Metric | determined | HighwayEnv | Dreambooth-Stable-Diffusion | Book7_Visualizations-for-Machine-Learning |
|---|---|---|---|---|
| Stars | 3.2k | 3.2k | 3.2k | 3.2k |
| Forks | 371 | 869 | 534 | 595 |
| Weekly Growth | +0 | +1 | -1 | +1 |
| Language | Go | Python | Jupyter Notebook | Jupyter Notebook |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | MIT | MIT | N/A |
Capability Radar vs HighwayEnv
determined
HighwayEnv
Maintenance Activity 0
Last code push 384 days ago.
Community Engagement 58
Fork-to-star ratio: 11.5%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.