Skip to content

Commit 09fe4dc

Browse files
sanjay-kvsanjay-kv
authored
Merge pull request #1678 from Savvythelegend/pr/add-implementations
feat: Integrate MLE core algorithm implementations
2 parents 31a970b + 361f4c7 commit 09fe4dc

File tree

10 files changed

+11380
-0
lines changed

10 files changed

+11380
-0
lines changed

‎implementations/README.md‎

Lines changed: 3 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,3 @@
1+
# Core Algorithm Implementations
2+
3+
This directory contains concise, modular implementations of fundamental machine learning and deep learning algorithms—often written from scratch for clarity and educational value.

‎implementations/dimensionality_reduction/principal_component_analysis_from_scratch.ipynb‎

Lines changed: 739 additions & 0 deletions
Large diffs are not rendered by default.

‎implementations/dimensionality_reduction/svd_imgcompress.ipynb‎

Lines changed: 371 additions & 0 deletions
Large diffs are not rendered by default.

‎implementations/ensembles/sklearn_ensemble_RandomForest.ipynb‎

Lines changed: 3845 additions & 0 deletions
Large diffs are not rendered by default.

‎implementations/evaluation/evaluation_ml.ipynb‎

Lines changed: 783 additions & 0 deletions
Large diffs are not rendered by default.

‎implementations/linear_models/Adaline.ipynb‎

Lines changed: 815 additions & 0 deletions
Large diffs are not rendered by default.

‎implementations/linear_models/perceptron.ipynb‎

Lines changed: 704 additions & 0 deletions
Large diffs are not rendered by default.

0 commit comments

Comments
 (0)