Neuraxio/Neuraxle issues and pull requests

#533 - Bug: Simple pipeline with sklearn StandardScaler / LinearRegression does not work

Issue - State: open - Opened by ActurialCapital 8 months ago
Labels: bug, invalid

#532 - Bump flask from 1.1.4 to 2.3.2

Pull Request - State: open - Opened by dependabot[bot] over 1 year ago - 3 comments
Labels: wontfix, dependencies

#531 - Feature: Integration with sklearn-evaluation

Issue - State: open - Opened by idomic almost 2 years ago - 1 comment
Labels: enhancement, wontfix

#530 - Bug: Test files missing from `sdist` on PyPI

Issue - State: closed - Opened by jakirkham over 2 years ago - 1 comment
Labels: bug, invalid, wontfix

#529 - General improvements and bugfixes

Pull Request - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: cla-signed

#528 - Add `.mutate()` again, and some general-purpose improvements

Pull Request - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: cla-signed

#527 - Improve services parallelization

Pull Request - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: cla-signed

#526 - Feature: Additional arguments to fit method in BaseStep

Issue - State: closed - Opened by subramaniam20jan over 2 years ago - 5 comments
Labels: enhancement, wontfix

#525 - AutoML Results Visualizations Update

Pull Request - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: cla-signed

#524 - Database Hyperparameter Repository with SQLAlchemy

Pull Request - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: cla-signed

#523 - Bug: NumpyRavel class cannot be inistanciated.

Issue - State: closed - Opened by guillaume-chevalier over 2 years ago
Labels: bug, invalid

#522 - Bug: StepSaverCallback & BestModelCheckpoint not working in version 0.7.0

Issue - State: closed - Opened by guillaume-chevalier almost 3 years ago - 1 comment
Labels: bug, invalid, wontfix

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

Issue - State: closed - Opened by guillaume-chevalier about 3 years ago
Labels: invalid

#518 - Testing: test the ParallelFeatureUnion with the tests of the FeatureUnion, and test the ParallelColumnTransformer with the tests of the ColumnTransformer.

Issue - State: closed - Opened by guillaume-chevalier about 3 years ago - 1 comment
Labels: invalid, wontfix, documentation

#516 - Feature: Recursive Context instead of list context for different service cache levels

Issue - State: closed - Opened by guillaume-chevalier about 3 years ago - 2 comments
Labels: enhancement, wontfix

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

Issue - State: closed - Opened by guillaume-chevalier about 3 years ago
Labels: enhancement

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

Issue - State: closed - Opened by guillaume-chevalier about 3 years ago - 1 comment
Labels: enhancement, wontfix

#505 - Add prune feature

Pull Request - State: closed - Opened by Rohith295 over 3 years ago - 9 comments
Labels: wontfix

#504 - Feature: 3rd Version for AutoML module.

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement, invalid, breaking-change

#502 - Recursive dict compress feature

Pull Request - State: closed - Opened by Rohith295 over 3 years ago - 20 comments

#501 - Code Style: Improve Code Style

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: good first issue, invalid, documentation

#500 - Bug: Non-Parent Inits called

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: bug, good first issue, invalid, wontfix

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

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 2 comments
Labels: bug, invalid

#496 - Feature: Database Hyperparam Repository `DatabaseHyperparamRepository`

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement, wontfix, breaking-change

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 3 comments
Labels: enhancement, wontfix

#489 - Feature: HyperparametersSamples print in AutoML should exclude steps with no hyperparameter.

Issue - State: closed - Opened by vincent-antaki over 3 years ago
Labels: enhancement, good first issue

#487 - Feature: Callback should have access to the pipeline?

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 2 comments
Labels: enhancement, wontfix

#486 - Feature: RecursiveDict.compress() to shorten paths to steps and their hyperparams

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 6 comments
Labels: enhancement, help wanted, good first issue, question

#484 - Feature: Properly handling thread duplication of services and of transformers

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 4 comments
Labels: enhancement, wontfix

#483 - Feature: Improving Context to handle Assertions and Logging differently depending on the context.

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 2 comments
Labels: enhancement

#482 - Feature: Steps could list required hyperparameters and their types for automatic hyperparameter validation

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement, wontfix

#481 - Documentation: Loading pipelines for inference

Issue - State: closed - Opened by joel-odlund over 3 years ago - 5 comments
Labels: wontfix, documentation

#480 - Feature: Create a special Callable type for the Conditionally executable steps.

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 1 comment
Labels: enhancement, wontfix

#478 - Feature: Typed hyperparmeters with default values

Issue - State: closed - Opened by joel-odlund over 3 years ago - 5 comments
Labels: enhancement, wontfix

#477 - ValidationSplitWrapper should use the same code as ValidationSplitter.

Issue - State: closed - Opened by vincent-antaki over 3 years ago
Labels: enhancement, good first issue

#473 - Feature: Multi-Head AutoML optimization

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 3 comments
Labels: enhancement, wontfix

#472 - Feature: Hyperband Orthogonal (SVD) TPE

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement, wontfix

#471 - Bug: TruncableJoblibStepSaver needs a small rework

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 1 comment
Labels: bug, invalid, wontfix

#470 - Bug: Steps shouldn't need to be initialised to be saved.

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 1 comment
Labels: invalid, wontfix

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: bug, invalid, wontfix

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: bug, invalid, wontfix

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

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: bug, enhancement, invalid, wontfix

#465 - Feature: Linearize log distributions in TPE for proper processing of the hyperparams in the SVD

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 1 comment
Labels: enhancement, wontfix

#464 - Feature: Orthogonal (SVD) TPE

Issue - State: closed - Opened by guillaume-chevalier over 3 years ago - 2 comments
Labels: enhancement, wontfix

#463 - Feature: Have a mixin for log-based and exp-based distributions

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 2 comments
Labels: enhancement, wontfix

#461 - Feature: get_steps_by_class

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 2 comments
Labels: enhancement, wontfix

#460 - Feature: Trainer class should be passed as an argument to AutoML

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 1 comment
Labels: enhancement

#459 - Feature: (AutoML) Refactor Trainer for metrics to possibly be measured before training.

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 7 comments
Labels: enhancement, wontfix

#456 - Make unit tests quicker to run

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 1 comment
Labels: enhancement, wontfix

#453 - Feature: DataDescription object

Issue - State: closed - Opened by vincent-antaki over 3 years ago - 2 comments
Labels: enhancement, wontfix, breaking-change

#443 - Feature: Machine Learning Pipelines as a Programming Language

Issue - State: closed - Opened by guillaume-chevalier almost 4 years ago - 1 comment
Labels: enhancement, wontfix

#442 - Feature: Conditional Hyperparameters

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 2 comments
Labels: enhancement, wontfix

#441 - Feature: FeatureUnion _fit_transform_data_container should be reimplemented

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 1 comment
Labels: enhancement, good first issue, wontfix

#440 - Feature: add _HasApplyMixin and shared hyperparameters

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 7 comments
Labels: enhancement, wontfix

#439 - Feature: TrialMetricsPlottingObserver should support various plot functions for various metric type

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 1 comment
Labels: enhancement, wontfix

#438 - Feature: Pipeline should implement ForceHandleMixin

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 1 comment
Labels: enhancement, wontfix

#437 - Feature: handler functions should be the default fit/fit_transform/transform/predict

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 5 comments
Labels: enhancement, wontfix, breaking-change

#436 - Feature: Steps could use regular dictionaries for Hyperparams / HyperparamsSpace

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 2 comments
Labels: enhancement, wontfix

#431 - Feature: Create something like a _GhostHigherOrderStepMixin or something like a WrapperToHook step

Issue - State: closed - Opened by guillaume-chevalier almost 4 years ago - 5 comments
Labels: enhancement, wontfix

#430 - Feature: Support the +, -, /, *, \, and the ** operators on hyperparameter distributions

Issue - State: closed - Opened by guillaume-chevalier almost 4 years ago - 1 comment
Labels: enhancement, wontfix

#429 - Neuraxle v.s. Scipy's `LogUniform` distribution for ANNs' learning rates: which is the good one? + check LogNormal as well

Issue - State: closed - Opened by guillaume-chevalier almost 4 years ago - 4 comments
Labels: help wanted, invalid, question, wontfix

#428 - Feature: Add Binomial distributions to hyperparams/distributions.py

Issue - State: closed - Opened by vincent-antaki almost 4 years ago - 9 comments
Labels: enhancement, wontfix

#421 - Documentation: document how to use the context and services for lazy data loading

Issue - State: closed - Opened by guillaume-chevalier about 4 years ago - 1 comment
Labels: good first issue, wontfix, documentation

#418 - Feature: QueuedPipelines should be able to handle exceptions properly

Issue - State: closed - Opened by alexbrillant about 4 years ago - 1 comment
Labels: enhancement, wontfix

#417 - Bug: QueuedPipeline should be able to apply methods with additional worker arguments instead of using an hard update on the property name

Issue - State: closed - Opened by alexbrillant about 4 years ago - 1 comment
Labels: bug, invalid, wontfix

#416 - Bug: Put testing files in the right testing package (same as the lib packages)

Issue - State: closed - Opened by alexbrillant about 4 years ago - 1 comment
Labels: good first issue, wontfix, documentation

#415 - Bug: Add a flush cache folder or rmtree in ExecutionContext

Issue - State: closed - Opened by alexbrillant about 4 years ago - 2 comments
Labels: bug, invalid, wontfix

#414 - Bug: If using savers in ParallelQueuedPipeline

Issue - State: closed - Opened by alexbrillant about 4 years ago - 1 comment
Labels: bug, invalid, question

#413 - Bug: Reuse workers on multiple transforms inside QueuedPipeline (SequentialQueuedPipeline Or ParallelFeatureUnionQueuedPipeline)

Issue - State: closed - Opened by alexbrillant about 4 years ago - 1 comment
Labels: bug, invalid, wontfix

#410 - Feature: Create Neuraxle-Tensorflow documentation example AND documentation notebook page

Issue - State: closed - Opened by guillaume-chevalier about 4 years ago - 1 comment
Labels: wontfix, documentation

#377 - Finally fix checkpoints for good: step saving by summary, and resume/should_resume refactor

Pull Request - State: closed - Opened by alexbrillant over 4 years ago - 7 comments
Labels: wontfix, cla-signed

#375 - Feature: Observable hyperparameter repositories (including the OnDisk repo) to refresh UI

Issue - State: closed - Opened by guillaume-chevalier over 4 years ago - 4 comments
Labels: enhancement, wontfix

#373 - Feature: Throw FileNotFoundError when trying to load an unexisting pipeline instead of throwing a straight Exception.

Issue - State: closed - Opened by jeromebedard12 over 4 years ago - 2 comments
Labels: enhancement, wontfix