Catalog_of_requirements_for_ai_products
The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and productionizing it.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Aim | 4,497 | 4 months ago | 172 | October 11, 2021 | 333 | apache-2.0 | Python | |||
| Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. | ||||||||||
| Avalanche | 1,583 |  | 1 | 4 months ago | 6 | July 28, 2023 | 104 | mit | Python | |
| Avalanche: an End-to-End Library for Continual Learning based on PyTorch. | ||||||||||
| Comet | 346 |  | 4 | 5 months ago | 32 | October 23, 2023 | 19 | apache-2.0 | Python | |
| A Neural Framework for MT Evaluation | ||||||||||
| Uq360 | 228 |  | 1 | 10 months ago | 3 | October 19, 2021 | 8 | apache-2.0 | Python | |
| Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions. | ||||||||||
| Magnetloss Pytorch | 213 | 6 years ago | 2 | mit | Python | |||||
| PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016. | ||||||||||
| Mindpark | 166 | 7 years ago | September 07, 2016 | 15 | gpl-3.0 | Python | ||||
| Testbed for deep reinforcement learning | ||||||||||
| Zillion | 131 | 6 months ago | 77 | November 17, 2023 | 11 | mit | Python | |||
| Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/ | ||||||||||
| Limes | 114 | 2 years ago | 40 | agpl-3.0 | JavaScript | |||||
| Link Discovery Framework for Metric Spaces. | ||||||||||
| Fasttrackml | 77 | 4 months ago | 13 | November 15, 2023 | 96 | apache-2.0 | Go | |||
| Experiment tracking server focused on speed and scalability | ||||||||||
| Gaia Dataset | 42 | 2 years ago | 1 | gpl-2.0 | ||||||
| GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analysis, fault localization, etc. | ||||||||||
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