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Fix distance-weighted KNN classification vote tracking
#116Afloat16 opened Oct 21, 2026
Keep SoftPlus values and derivatives finite at extreme preactivations
#115Afloat16 opened Oct 6, 2026
Differentiate the selected GELU forward computation consistently
#114Afloat16 opened Oct 6, 2026
fix: avoid overflow in integer distance calculations
#111Afloat16 opened Sep 29, 2026
Exclude unused terminal transitions from Baum-Welch updates
#109Afloat16 opened Sep 29, 20263 tasks done
Preserve fitted GP covariance during marginal likelihood queries
#108Afloat16 opened Sep 29, 20263 tasks done
fix: replace bare except and generic Exception with specific types
#105mshzy opened Jun 2, 2026
fix: guard tensorflow import to allow test_nn collection without TF
#104bugparty opened May 19, 20264 tasks done
fix: guard huffman import in test_preprocessing
#103bugparty opened May 19, 20263 of 4 tasks
fix: handle shape mismatch in gp_regression test with squeeze()
#102bugparty opened May 19, 20261 of 2 tasks
fix: use var_ instead of deprecated sigma_ in GaussianNB test
#101bugparty opened May 19, 20261 task done
fix: use squared_error instead of deprecated mse criterion in tree tests
#100bugparty opened May 19, 2026
fix error in linear regression
#99liudong opened May 11, 202612 tasks
Attempt fix: #58 error in DecisionTree
#98neilpattanaik opened Feb 18, 2026
Attempt fix: #40 Undefined names in Python code
#97neilpattanaik opened Feb 18, 2026
Fix shape mismatch error during backpropagation in MLP optimizer
#96achal-khanna opened Oct 10, 20245 of 6 tasks
Fix AttributeError in test_naive_bayes.py
#91yjin07 opened Oct 29, 2023
Workflow for testing and flake8
#88Flippchen opened Aug 25, 20233 tasks done
Update collections import in data_structures.py
#85msf235 opened Aug 5, 202312 tasks done
Added Lasso Regression model
#82Lokeshrathi opened Apr 17, 20237 of 12 tasks
Update README.md
#80Velcon-Zheng opened Dec 5, 20222 of 12 tasks
In response to Issue #67: Naive Bayes Classifier added along with a unit testing file; also, included a test_use_cases.py file to compare the accuracy of naive bayes models using both numpy-ml and scikit-learn using dataset in the file wine.data
#75rishabh-jain14 opened Aug 31, 2021
2
Added hard and soft Kmeans clustering with tests
#71kenluck2001 opened May 27, 2021Contributor4 of 6 tasks
8
Update LICENSE
#59Aditi014 opened Oct 2, 202012 tasks
numpy-ml
#52shaun-sheep111 opened Jul 5, 202012 tasks

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Fix distance-weighted KNN classification vote tracking

Keep SoftPlus values and derivatives finite at extreme preactivations

Differentiate the selected GELU forward computation consistently

fix: avoid overflow in integer distance calculations

Exclude unused terminal transitions from Baum-Welch updates

Preserve fitted GP covariance during marginal likelihood queries

fix: replace bare except and generic Exception with specific types

fix: guard tensorflow import to allow test_nn collection without TF

fix: guard huffman import in test_preprocessing

fix: handle shape mismatch in gp_regression test with squeeze()

fix: use var_ instead of deprecated sigma_ in GaussianNB test

fix: use squared_error instead of deprecated mse criterion in tree tests

fix error in linear regression

Attempt fix: #58 error in DecisionTree

Attempt fix: #40 Undefined names in Python code

Fix shape mismatch error during backpropagation in MLP optimizer

Fix AttributeError in `test_naive_bayes.py`

Workflow for testing and flake8

Update collections import in data_structures.py

Added Lasso Regression model

Update README.md

In response to Issue #67: Naive Bayes Classifier added along with a unit testing file; also, included a test_use_cases.py file to compare the accuracy of naive bayes models using both numpy-ml and scikit-learn using dataset in the file wine.data

Added hard and soft Kmeans clustering with tests

Update LICENSE

numpy-ml

Sunbelt Computer Software

PL/B Language Development and Support

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