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Add Gaussian negative log likelihood loss algorithm

Open AtomicVar opened this issue 1 year ago • 0 comments

Describe your change:

  • Calculating the negative log likelihood (NLL) loss between true labels and predicted Gaussian distributions.
  • Reference: GaussianNLLLoss
  • [x] Add an algorithm?
  • [ ] Fix a bug or typo in an existing algorithm?
  • [ ] Add or change doctests? -- Note: Please avoid changing both code and tests in a single pull request.
  • [ ] Documentation change?

Checklist:

  • [x] I have read CONTRIBUTING.md.
  • [x] This pull request is all my own work -- I have not plagiarized.
  • [x] I know that pull requests will not be merged if they fail the automated tests.
  • [x] This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
  • [x] All new Python files are placed inside an existing directory.
  • [x] All filenames are in all lowercase characters with no spaces or dashes.
  • [x] All functions and variable names follow Python naming conventions.
  • [x] All function parameters and return values are annotated with Python type hints.
  • [x] All functions have doctests that pass the automated testing.
  • [x] All new algorithms include at least one URL that points to Wikipedia or another similar explanation.
  • [ ] If this pull request resolves one or more open issues then the description above includes the issue number(s) with a closing keyword: "Fixes #ISSUE-NUMBER".

AtomicVar avatar Jan 30 '24 14:01 AtomicVar