Refactorization #238
Merged
Refactorization #238
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This pull request introduces significant new features and updates to the
mambularpackage, including the addition of the ENODE model and associated utilities. The most important changes include the implementation of the ENODE model, updates to configuration files, and version updates.New Features:
mambular/arch_utils/enode_utils.py: Added theODSTEandDenseBlockclasses, which are key components of the ENODE model. ([mambular/arch_utils/enode_utils.pyR1-R305](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-6a06bbd68b5453cfd81ccc01afeb442756cf43ffe282045b385a681bca3cfa7bR1-R305))mambular/base_models/enode.py: Introduced theENODEclass, a Neural Oblivious Decision Ensemble model for tabular data. ([mambular/base_models/enode.pyR1-R113](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-7141a56634117d6d6cbc030dc7504fa61e7feaba5a3c57f33277de3ebc970e70R1-R113))mambular/models/enode.py: AddedENODERegressor,ENODEClassifier, andENODELSSclasses for different types of ENODE-based models. ([mambular/models/enode.pyR1-R68](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-9750feb98df38f28f1fce11a4040590089c08c28586c7a8ebbb8b37754543ba7R1-R68))Configuration Updates:
mambular/configs/enode_config.py: Created a new configuration file for the ENODE model, defining its hyperparameters. ([mambular/configs/enode_config.pyR1-R48](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-30c1b631a70a22994398f172a639f877130becdc4667523768bd33fbc1c9f0d5R1-R48))mambular/configs/__init__.py: Updated to include the newDefaultENODEConfig. ([mambular/configs/__init__.pyR16-R19](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-2a4058456195c5bb2cd0bb82ba1da912c61110eac0c22bbe4072e2c3f08781edR16-R19))Version Updates:
mambular/__version__.py: Updated the version from1.2.0to1.3.0. ([mambular/__version__.pyL19-R19](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-82475f4d4acfc899c88097b07fa8a0f5c0033dba94a8669a276e143060f14a94L19-R19))pyproject.toml: Updated the package version to1.3.0. ([pyproject.tomlL3-R3](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-50c86b7ed8ac2cf95bd48334961bf0530cdc77b5a56f852c5c61b89d735fd711L3-R3))Additional Changes:
mambular/base_models/__init__.py: Included theENODEmodel in the module exports. ([mambular/base_models/__init__.pyR15-R18](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-1616299d4a3734e6a55c60dbd0477c30faa3b3e1897d5898045ee12a9ac4a856R15-R18))mambular/models/__init__.py: AddedENODEClassifier,ENODELSS, andENODERegressorto the module exports. ([mambular/models/__init__.pyR30-R35](https://github.com/OpenTabular/DeepTab/pull/238/files#diff-604ef5ccea3a2255e630d11eb803132b1604177f88aa1fd24843d416216070ecR30-R35))