ML-Playground

In this repository, I try out a few Linear ALgebra and Machine Learning Algorithms. The reference questions and test cases are from DeepML

Setup

Step 1: Clone the repository

git clone https://github.com/ASudu/ML_playground.git

Step 2: Setup uv

## Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh

## Install dependencies
uv sync --reinstall

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
.vscode		.vscode
__pycache__		__pycache__
.python-version		.python-version
README.md		README.md
id_1_Covariance_matrix.py		id_1_Covariance_matrix.py
id_2_SVD.py		id_2_SVD.py
id_3_Jacobi.py		id_3_Jacobi.py
id_4_Linear_reg.py		id_4_Linear_reg.py
id_5_feature_scaling.py		id_5_feature_scaling.py
id_6_K_means_cluster.py		id_6_K_means_cluster.py
id_7_K_fold_cross_val.py		id_7_K_fold_cross_val.py
main.py		main.py
pyproject.toml		pyproject.toml
test.ipynb		test.ipynb
uv.lock		uv.lock