7 packages found

nlp-uncertainty-zoo

PyTorch Implementation of Models used for Uncertainty Estimation in Natural Language Processing.
  1. machine
  2. learning
  3. deep
  4. nlp
  5. uncertainty
  6. estimationpytorch
  7. deep-learning
  8. lstm
  9. nlp-machine-learning
  10. package
  11. python
  12. pytorch
  13. rnn
  14. transformers
  15. uncertainty-estimation
  16. uncertainty-neural-networks
  17. uncertainty-quantification
1 Contributors
1.0.3published 2 years agoGPL-2.0+

uncertainties

calculations with values with uncertainties, error propagation
  1. error
  2. propagation
  3. uncertainties
  4. uncertainty
  5. calculations
  6. standard
  7. deviation
  8. derivatives
  9. partial
  10. differentiation
  11. autodiff
  12. autodifferentiation
  13. error-propagation
20 Contributors
3.2.2published 9 months agoBSD-3-Clause

EntropyHub

An open-source toolkit for entropic data analysis.
  1. entropy
  2. nonlinear
  3. time
  4. series
  5. statistics
  6. physics
  7. mathematics
  8. signal
  9. processing
  10. statistical
  11. entropic
  12. toolkit
  13. research
  14. multiscale
  15. regularity
  16. periodic
  17. sample
  18. approximate
  19. fuzzy
  20. permutation
  21. uncertainty
  22. dispersion
  23. kolmogorov
  24. conditional
  25. composite
  26. refined
  27. multivariate
  28. randomness
  29. random
  30. analysis
  31. nonlinearity
  32. julia
  33. matlab
  34. open-source
  35. refined-composite
  36. hierarchical
  37. information
  38. theory
  39. shannon
  40. complexity
  41. dynamical
  42. systems
2.0published 1 year agoOther

netcal

The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network.
  1. netcal
  2. calibration
  3. uncertainty
  4. neural
  5. network
  6. confidence
  7. classification
  8. object
  9. detection
  10. regression
3 Contributors
1.3.6published 8 months agoApache-2.0

SALib

Tools for global sensitivity analysis. Contains Sobol', Morris, FAST, DGSM, PAWN, HDMR, Moment Independent and fractional factorial methods
  1. global-sensitivity-analysis
  2. joss
  3. morris
  4. numpy
  5. python
  6. salib
  7. sensitivity-analysis
  8. sensitivity-analysis-library
  9. sobol
  10. uncertainty
  11. uncertainty-quantification
40 Contributors
1.5.1published 8 months agoMIT

sigfig

Python library for rounding numbers (with expected results)
  1. round
  2. rounding
  3. significant
  4. figures
  5. digits
  6. sigfigs
  7. sigdigs
  8. decimals
  9. uncertainty
  10. uncertainties
  11. numeric
  12. numerical
  13. number
  14. numbers
  15. data
  16. format
  17. style
  18. publication
5 Contributors
1.3.19published 1 month agoMIT

pytorch-forecasting

Forecasting timeseries with PyTorch - dataloaders, normalizers, metrics and models
  1. ai
  2. artifical-intelligense
  3. data-science
  4. deep-learning
  5. forecasting
  6. gpu
  7. machine-learning
  8. neural-networks
  9. pandas
  10. python
  11. pytorch
  12. pytorch-lightning
  13. temporal
  14. timeseries
  15. timeseries-forecasting
  16. uncertainty
50 Contributors
1.3.0published 2 months agoMIT
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