Neuraxio/Neuraxle

Issues

• Bug: Test files missing from `sdist` on PyPI

  #530 opened 3 months ago by jakirkham
  1

• Feature: Integration with sklearn-evaluation

  #531 opened 2 years ago by idomic
  1

• Feature: Additional arguments to fit method in BaseStep

  #526 opened 4 months ago by subramaniam20jan
  5

• Bug: Some discrete distributions may not have a linear dependence between its points (e.g.: Choice v.s. RandInt)

  #467 opened 7 months ago by guillaume-chevalier
  1

• Feature: Multi-Head AutoML optimization

  #473 opened 8 months ago by guillaume-chevalier
  3

• Bug: Simple pipeline with sklearn StandardScaler / LinearRegression does not work

  #533 opened 8 months ago by ActurialCapital
  0

• Bug: StepSaverCallback & BestModelCheckpoint not working in version 0.7.0

  #522 opened 9 months ago by guillaume-chevalier
  1

• Testing: test the ParallelFeatureUnion with the tests of the FeatureUnion, and test the ParallelColumnTransformer with the tests of the ColumnTransformer.

  #518 opened a year ago by guillaume-chevalier
  1

• Feature: Recursive Context instead of list context for different service cache levels

  #516 opened a year ago by guillaume-chevalier
  2

• Feature: Callback should have access to the pipeline?

  #487 opened a year ago by vincent-antaki
  2

• Feature: Have a step store using metaclass-based registration and DLS-based declaration.

  #513 opened a year ago by guillaume-chevalier
  1

• Feature: have a ".prune" function to apply so that the ChooseOneStepOf can delete/pop the other models than the chosen one

  #492 opened a year ago by guillaume-chevalier
  3

• Feature: Static hyperparameters by using Dataclasses and MyPy in the `_HasHyperparamsSpaceMixin` (and/or the `_HasHyperparamsMixin`)

  #494 opened a year ago by guillaume-chevalier
  1

• Bug: Non-Parent Inits called

  #500 opened a year ago by guillaume-chevalier
  1

• Feature: Typed hyperparmeters with default values

  #478 opened a year ago by joel-odlund
  5

• Documentation: Loading pipelines for inference

  #481 opened 2 years ago by joel-odlund
  5

• Feature: Properly handling thread duplication of services and of transformers

  #484 opened 2 years ago by guillaume-chevalier
  4

• Feature: Steps could list required hyperparameters and their types for automatic hyperparameter validation

  #482 opened 2 years ago by guillaume-chevalier
  1

• Bug: Steps shouldn't need to be initialised to be saved.

  #470 opened 2 years ago by vincent-antaki
  1

• Feature: Create a special Callable type for the Conditionally executable steps.

  #480 opened 2 years ago by vincent-antaki
  1

• Feature: Hyperband Orthogonal (SVD) TPE

  #472 opened 2 years ago by guillaume-chevalier
  1

• Bug: TruncableJoblibStepSaver needs a small rework

  #471 opened 2 years ago by vincent-antaki
  1

• Bug: Rounding discrete distributions in the Orthogonal (SVD) TPE will offset the best point found

  #468 opened 2 years ago by guillaume-chevalier
  1

• Bug: Rounding discrete distributions to their nearest discrete point after undoing the SVD in the TPE might pick the wrong point

  #466 opened 2 years ago by guillaume-chevalier
  1

• Bug: AutoML's copying of the pipeline makes context.parent unreliable for access of pipeline's root

  #497 opened 2 years ago by vincent-antaki
  2

• Feature: RecursiveDict.compress() to shorten paths to steps and their hyperparams

  #486 opened 2 years ago by guillaume-chevalier
  6

• Feature: HyperparametersSamples print in AutoML should exclude steps with no hyperparameter.

  #489 opened 2 years ago by vincent-antaki
  0

• Feature: Database Hyperparam Repository `DatabaseHyperparamRepository`

  #496 opened 2 years ago by guillaume-chevalier
  1

• Code Style: Improve Code Style

  #501 opened 2 years ago by guillaume-chevalier
  1

• Bug: NumpyRavel class cannot be inistanciated.

  #523 opened 2 years ago by guillaume-chevalier
  0

• ValidationSplitWrapper should use the same code as ValidationSplitter.

  #477 opened 3 years ago by vincent-antaki
  0

• Feature: 3rd Version for AutoML module.

  #504 opened 3 years ago by guillaume-chevalier
  1

• Bug: Cleanup all of the scipy distributions that are already available within the regular distribution module

  #520 opened 3 years ago by guillaume-chevalier
  0

• Feature: Improving Context to handle Assertions and Logging differently depending on the context.

  #483 opened 3 years ago by guillaume-chevalier
  2

• Feature: Create `_HasAssertsMixin` to do things like `self._assert(1 == 1, error_msg, context, level=None)`.

  #495 opened 3 years ago by guillaume-chevalier
  1

• Feature: Ditch IDs in the data container, and ditch re-hashing mechanisms

  #515 opened 3 years ago by guillaume-chevalier
  0

• Feature: AutoML object to be a regular step

  #474 opened 3 years ago by guillaume-chevalier
  1

• Bug: Possible conflicts with trial_hash name and multiprocessing

  #493 opened 3 years ago by vincent-antaki
  3

• Feature: ExecutionContext could inherit from some steps mixins like a TruncableStep, and ExecutionContext Services could inherit from some mixins as well.

  #485 opened 3 years ago by guillaume-chevalier
  0

• Feature: Use trial_hash instead of trial number when creating a log file.

  #509 opened 3 years ago by vincent-antaki
  2

• Feature: uber base

  #514 opened 3 years ago by guillaume-chevalier
  1

• Question: Why isn’t Neuraxle more popular in the machine learning community?

  #521 opened 3 years ago by pedropalb
  0

• Bug: Multiprocessing error "cannot pickle 'weakref' object" under Python 3.9 and Mac OS

  #510 opened 3 years ago by guillaume-chevalier
  0

• Bug: Error when using SequentialQueuedPipeline due to improper 'teardown' function call

  #506 opened 3 years ago by ShyamSubramanian
  1

• Bug: "automl_loop_clean_kata.py" example not updated in documentation website

  #491 opened 3 years ago by guillaume-chevalier
  0

• Bug: don't use `dict()` as default argument in functions.

  #499 opened 3 years ago by guillaume-chevalier
  1

• Bug: Quantized Uniform isn't really uniform

  #490 opened 3 years ago by skylogic004
  4

• Make BaseValidationSplitter consistent with current_ids.

  #475 opened 4 years ago by jeromebedard12
  3

• Feature: Implement our own Logger class

  #479 opened 4 years ago by vincent-antaki
  1

• include_incomplete_batch default in a QueuedPipeline doesn't match the docs

  #469 opened 4 years ago by hexa00
  2