19 packages found

dvc

Git for data scientists - manage your code and data together
  1. ai
  2. collaboration
  3. data-science
  4. data-version-control
  5. developer-tools
  6. git
  7. machine-learning
  8. reproducibility
  9. unstructured-data
282 Contributors
3.59.1published 2 months agoApache-2.0

wandb

A CLI and library for interacting with the Weights & Biases API.
  1. ai
  2. collaboration
  3. data-science
  4. data-versioning
  5. deep-learning
  6. experiment-track
  7. hyperparameter-optimization
  8. hyperparameter-search
  9. hyperparameter-tuning
  10. jax
  11. keras
  12. machine-learning
  13. ml-platform
  14. mlops
  15. model-versioning
  16. pytorch
  17. reinforcement-learning
  18. reproducibility
  19. tensorflow
196 Contributors
0.19.9published 2 weeks agoOther

catalyst

Catalyst. Accelerated deep learning R&D with PyTorch.
  1. Machine
  2. Learning
  3. Distributed
  4. Computing
  5. Deep
  6. Reinforcement
  7. Computer
  8. Vision
  9. Natural
  10. Language
  11. Processing
  12. Recommendation
  13. Systems
  14. Information
  15. Retrieval
  16. PyTorch
  17. computer-vision
  18. deep-learning
  19. distributed-computing
  20. image-classification
  21. image-processing
  22. image-segmentation
  23. information-retrieval
  24. infrastructure
  25. machine-learning
  26. metric-learning
  27. natural-language-processing
  28. object-detection
  29. python
  30. recommender-system
  31. reinforcement-learning
  32. reproducibility
  33. research
  34. text-classification
  35. text-segmentation
99 Contributors
22.4published 3 years agoApache-2.0

hydra-zen

Configurable, reproducible, and scalable workflows in Python, via Hydra
  1. machine
  2. learning
  3. research
  4. configuration
  5. scalable
  6. reproducible
  7. yaml
  8. Hydra
  9. dataclass
  10. configurable
  11. dataclasses
  12. deep-learning
  13. dynamic-configuration
  14. machine-learning
  15. machinelearning
  16. pytorch
  17. pytorch-lightning
  18. reproducibility
  19. reproducible-science
  20. yaml-configuration
9 Contributors
0.14.0published 1 month agoMIT

gradio

Python library for easily interacting with trained machine learning models
  1. machine
  2. learning
  3. reproducibility
  4. visualization
  5. data-analysis
  6. data-science
  7. data-visualization
  8. deep-learning
  9. deploy
  10. gradio
  11. gradio-interface
  12. hacktoberfest
  13. interface
  14. machine-learning
  15. models
  16. python
  17. python-notebook
  18. ui
  19. ui-components
366 Contributors
5.25.0published 4 days agoApache-2.0

framework-determinism

Providing determinism in the DL frameworks
  1. framework
  2. tensorflow
  3. gpu
  4. deep-learning
  5. determinism
  6. atomics
  7. d9m
  8. deterministic-ops
  9. frameworks
  10. fwr13y
  11. gpu-determinism
  12. gpu-support
  13. ngc
  14. noise
  15. noise-reduction
  16. pytorch
  17. r13y
  18. reproducibility
  19. seed
  20. seeder
  21. variance-reduction
0.1.0published 2 years agoApache-2.0

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch
  1. reproducibility
  2. fidelity
  3. deep
  4. generative
  5. adversarial
  6. networks
  7. gan
  8. inception
  9. score
  10. frechet
  11. distance
  12. kernel
  13. perceptual
  14. path
  15. length
  16. isc
  17. fid
  18. kid
  19. lpips
  20. ppl
  21. evaluation
  22. frechet-inception-distance
  23. generative-model
  24. inception-score
  25. kernel-inception-distance
  26. metrics
  27. perceptual-path-length
  28. precision
  29. pytorch
  30. reproducible-research
8 Contributors
0.3.0published 4 years agoApache-2.0

reprounzip

Linux tool enabling reproducible experiments (unpacker)
  1. reprozip
  2. reprounzip
  3. reproducibility
  4. provenance
  5. vida
  6. nyu
  7. archiving
  8. computational-science
  9. docker
  10. hacktoberfest
  11. linux
  12. ptrace
  13. python
  14. reproducible-research
  15. reproducible-science
  16. science
  17. scientific-computing
  18. vagrant
15 Contributors
1.3published 1 year agoBSD-3-Clause

pystow

Easily pick a place to store data for your Python code
  1. snekpack
  2. cookiecutter
  3. caching
  4. file
  5. management
  6. file-management
  7. file-manager
  8. filesystem
  9. pathlib
  10. python
  11. reproducibility
  12. reproducible-research
  13. reproducible-science
4 Contributors
0.7.0published 3 months agoMIT

sacred

Facilitates automated and reproducible experimental research
  1. infrastructure
  2. machine-learning
  3. mongodb
  4. python
  5. reproducibility
  6. reproducible-research
  7. reproducible-science
98 Contributors
0.8.7published 5 months agoMIT
Showing 1 to 10 of 19 results