cgrtml/neural-trees

Validate depth parameter in SoftDecisionTree.__init__ about 3 hours ago

enhancement good first issue

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add a scikit-learn Pipeline usage example to README about 1 month ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Create examples/02_pipeline_with_scaler.py 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Improve error message when PyTorch is not installed 2 months ago

enhancement good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add module-level docstring to classical/k_nearest_neighbors.py 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add an 'Open in Colab' badge for the notebooks 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add requirements-dev.txt with test and lint dependencies 2 months ago

enhancement good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add a 'Limitations' section to README 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add a test for mcnemar_test with symmetric input 2 months ago

help wanted good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add edge-case test: SoftDecisionTree with depth=1 2 months ago

help wanted good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add a reproducibility test for SoftDecisionTree 2 months ago

help wanted good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Create examples/04_decision_boundary.py 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Create examples/03_classifier_comparison.py 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Create examples/01_iris_classification.py 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add a Citing section with BibTeX entry for the library itself 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add docstring to SoftDecisionTree.predict_proba 2 months ago

documentation good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add sklearn-compatible wrapper for GAL (Grow and Learn) networks 3 months ago

enhancement good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Improve test coverage for HierarchicalMixtureOfExperts 3 months ago

good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

Add support for Multivariate Decision Trees (Alpaydın & Çetin, 1995) 3 months ago

enhancement good first issue

cgrtml/neural-trees

35

sklearn-compatible PyTorch implementations of Soft Decision Trees, HMoE, and classifier comparison tests (5×2cv F-test). pip install neural-trees

Python

#decision-trees#deep-learning#machine-learning#mixture-of-experts#python#pytorch#sklearn#soft-decision-trees#statistical-tests

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