|
3407 | 3407 | id: paperpile |
3408 | 3408 | name: Paperpile |
3409 | 3409 | url: https://paperpile.com/ |
| 3410 | +- description: A Python package that tracks CO2 emissions from computing, quantifying and reducing the environmental impact of machine learning. |
| 3411 | + id: codecarbon |
| 3412 | + name: CodeCarbon |
| 3413 | + url: https://codecarbon.io/ |
| 3414 | +- description: An open-source tool for tracking data, models and experiments, providing Git-like version control for machine learning projects. |
| 3415 | + id: dvc |
| 3416 | + name: DVC (Data Version Control) |
| 3417 | + url: https://dvc.org |
| 3418 | +- description: An open-source ML monitoring framework for tracking data drift, model performance, and data quality. |
| 3419 | + id: evidently |
| 3420 | + name: Evidently |
| 3421 | + url: https://www.evidentlyai.com |
| 3422 | +- description: An industrial-grade federated learning framework supporting homomorphic encryption and multi-party computation. |
| 3423 | + id: fate |
| 3424 | + name: FATE (Federated AI Technology Enabler) |
| 3425 | + url: https://github.com/FederatedAI/FATE |
| 3426 | +- description: A unified, framework-agnostic federated learning platform with built-in secure aggregation. |
| 3427 | + id: flower |
| 3428 | + name: Flower |
| 3429 | + url: https://flower.ai |
| 3430 | +- description: An online calculator for estimating the carbon footprint of machine learning models. |
| 3431 | + id: green-algorithms |
| 3432 | + name: Green Algorithms |
| 3433 | + url: http://www.green-algorithms.org/ |
| 3434 | +- description: An online calculator for estimating the CO2 impact of machine learning training. |
| 3435 | + id: ml-co2-impact |
| 3436 | + name: ML CO2 Impact |
| 3437 | + url: https://mlco2.github.io/impact/ |
| 3438 | +- description: An end-to-end platform for developing and deploying federated learning applications, supporting FedAvg, FedProx and FedOpt. |
| 3439 | + id: nvidia-flare |
| 3440 | + name: NVIDIA FLARE |
| 3441 | + url: https://developer.nvidia.com/flare |
| 3442 | +- description: A Python library for vertical federated learning experiments using split neural networks. |
| 3443 | + id: pyvertical |
| 3444 | + name: PyVertical |
| 3445 | + url: https://github.com/OpenMined/PyVertical |
| 3446 | +- description: A command-line utility for creating, editing and inspecting Workflow Run RO-Crate packages. |
| 3447 | + id: runcrate |
| 3448 | + name: runcrate |
| 3449 | + url: https://github.com/ResearchObject/runcrate |
| 3450 | +- description: A federated learning platform with built-in traceability and a web interface for non-technical stakeholders. |
| 3451 | + id: substra |
| 3452 | + name: Substra |
| 3453 | + url: https://github.com/Substra |
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