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MLBazaar

7 indexed repositories · View on GitHub

BTB
A simple, extensible library for developing AutoML systems

Python · 176 stars
MLBlocks
A library for composing end-to-end tunable machine learning pipelines.

Python · 124 stars
Cardea
An open source automl library for using machine learning in healthcare.

Python · 123 stars
MLPrimitives
Primitives for machine learning and data science.

Python · 70 stars
AutoBazaar
AutoBazaar: An AutoML System from the Machine Learning Bazaar

Python · 33 stars
piex
Pipeline Explorer - Explore and analyze millions of pipelines learned using MLBlocks and MLPrimitives.

Jupyter Notebook · 17 stars
mit-d3m
MIT tools to work with datasets in the D3M format.

Python · 8 stars

Beginner friendly Everything

Open All

OneHotEncoder `TypeError: __init__() got an unexpected keyword argument 'sparse_output'` Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MLBazaar/BTB#221 · Opened Mar 15, 2024
Fix BaseMetaModelTuner tests Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

MLBazaar/BTB#219 · Opened Jul 21, 2023
Update dependency list Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

MLBazaar/MLPrimitives#274 · Opened Oct 10, 2022
Upgrade ``featuretools`` Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MLBazaar/MLPrimitives#270 · 1 reaction · Opened Apr 12, 2022
Loss/Validation Plot Callback Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MLBazaar/MLPrimitives#269 · Opened Apr 8, 2022
Allow build layer to recognize layers imported from tensorflow keras Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MLBazaar/MLPrimitives#268 · Opened Apr 5, 2022
How to compose TensorBoard into pipeline during training Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

MLBazaar/MLBlocks#138 · Opened Oct 14, 2021
tensorflow `get_config` error Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

MLBazaar/MLPrimitives#260 · Opened Aug 23, 2021
MLPipeline does not preserve metadata from JSON pipeline annotation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/MLBlocks#137 · Opened Jun 24, 2021
Functional API Open

enhancement new feature

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/Cardea#91 · Opened Apr 20, 2021
Cardea class `predict` functionality Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

MLBazaar/Cardea#90 · Opened Apr 14, 2021
Redesigning the Cardea Class Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/Cardea#85 · 1 comment · Opened Apr 1, 2021
Compose migration Open

enhancement new feature

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/Cardea#84 · Opened Mar 30, 2021
Tensorflow update! Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

MLBazaar/MLPrimitives#257 · Opened Jan 19, 2021
Tensorflow update! Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MLBazaar/MLPrimitives#256 · Opened Jan 19, 2021
Documentation misleading about search with no parameters Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

MLBazaar/AutoBazaar#27 · Opened Oct 15, 2020
Examine distribution estimation of univariates Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/BTB#209 · Opened Sep 9, 2020
Should we consider adding bayesmark to the benchmarking suite Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MLBazaar/BTB#203 · 1 comment · Opened Jul 18, 2020
Missing metric for objectDetectionAP Open

MLBazaar/mit-d3m#18 · 1 assignee · Opened May 24, 2020
Some benchmarking datasets are too easy. Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/BTB#199 · Opened May 21, 2020
Add helpful error message if user does not have access to S3 bucket Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MLBazaar/mit-d3m#16 · 1 comment · Opened May 11, 2020
Trouble loading datasets with schema Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

MLBazaar/AutoBazaar#20 · 17 comments · Opened Apr 24, 2020
Review Mathematical Challenges from benchmark Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MLBazaar/BTB#188 · Opened Apr 9, 2020
Enabling passing of primitives/pipelines to hyperparameters Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

MLBazaar/MLBlocks#126 · Opened Apr 8, 2020
Implement Multitype Hyperparameter Open

MLBazaar/BTB#165 · 1 assignee · Opened Jan 30, 2020
Implement Save/Load using pickle Open

good first issue new feature

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MLBazaar/MLBlocks#120 · 1 comment · Opened Jan 28, 2020
Expose required init_params Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MLBazaar/MLBlocks#119 · Opened Jan 23, 2020
Support undeclared parameters in MLBlock Open

MLBazaar/MLBlocks#118 · 1 assignee · Opened Jan 13, 2020
Support sub-pipeline execution Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

MLBazaar/MLBlocks#116 · 1 comment · Opened Jan 8, 2020
Out of bounds pandas timestamp Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MLBazaar/Cardea#50 · Opened Dec 24, 2019
Add MLPipeline as a primitive Open

approved new primitives

MLBazaar/MLPrimitives#226 · 1 assignee · Opened Dec 18, 2019
Allow user to integrate custom tuners Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

MLBazaar/AutoBazaar#19 · 1 reaction · Opened Dec 12, 2019
Implement GP/EI tuner with Matern 5/2 kernel Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

MLBazaar/BTB#147 · Opened Dec 3, 2019
Make `score_pipeline` more flexible Open

new feature

Difficulty 4/5 3-5 days Newbie friendliness 25/100

MLBazaar/MLPrimitives#221 · Opened Dec 3, 2019
rolling_window_sequences primitive does not support target_size=0 Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

MLBazaar/MLPrimitives#205 · Opened Oct 9, 2019
Add PyTorch adapter Open

new feature Pending Review

Difficulty 3/5 1-2 days Newbie friendliness 42/100

MLBazaar/MLPrimitives#201 · Opened Sep 18, 2019
Rename MLBlock -> MLPipelineStep Open

approved backwards incompatible internal improvement

Difficulty 4/5 3-5 days Newbie friendliness 38/100

MLBazaar/MLBlocks#103 · 1 comment · Opened Aug 27, 2019
Integrate with Codecov Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

MLBazaar/piex#11 · Opened Aug 8, 2019
Integrate with Codecov Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

MLBazaar/mit-d3m#5 · Opened Aug 8, 2019
Re-do readme file Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MLBazaar/mit-d3m#4 · Opened Aug 8, 2019
Integrate with Codecov Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

MLBazaar/Cardea#44 · Opened Aug 8, 2019
Integrate with Codecov Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

MLBazaar/AutoBazaar#2 · 1 comment · Opened Aug 7, 2019
Make MLBlocks an optional dependency Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MLBazaar/piex#9 · Opened Jun 18, 2019
Support primitives from R and other languages Open

new feature new primitives Pending Review

Difficulty 5/5 Over a week Newbie friendliness 18/100

MLBazaar/MLPrimitives#179 · 1 comment · Opened Jun 10, 2019
Pass parameters properly in execute_model function Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

MLBazaar/Cardea#39 · Opened May 15, 2019
Add new primitive: Butterworth filter Open

approved new primitives

MLBazaar/MLPrimitives#167 · 2 comments · 1 assignee · Opened Apr 26, 2019
Avoid code repetition in the Problem Definition module Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MLBazaar/Cardea#34 · 1 comment · Opened Apr 24, 2019
Reorganize the primitives JSONs Open

approved internal improvement

Difficulty 4/5 3-5 days Newbie friendliness 30/100

MLBazaar/MLPrimitives#166 · Opened Apr 24, 2019
Add primitive for Sequence classification with 1D convolutions Open

approved new primitives

MLBazaar/MLPrimitives#151 · 1 assignee · Opened Apr 4, 2019
Bug in timeseries_anomalies function called regression_errors Open

Pending Review

Difficulty 1/5 1-3 hours Newbie friendliness 45/100

MLBazaar/MLPrimitives#148 · Opened Apr 2, 2019

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