LICENSE
README.md
pyproject.toml
src/mlscratch/__init__.py
src/mlscratch/__main__.py
src/mlscratch/py.typed
src/mlscratch/bayesian/__init__.py
src/mlscratch/bayesian/bayesian_linear_regression.py
src/mlscratch/bayesian/bayesian_network.py
src/mlscratch/bayesian/bayesian_nn.py
src/mlscratch/bayesian/gaussian_process.py
src/mlscratch/bayesian/hmm.py
src/mlscratch/bayesian/init.py
src/mlscratch/bayesian/kalman_filter.py
src/mlscratch/bayesian/naive_bayes.py
src/mlscratch/metrics/__init__.py
src/mlscratch/metrics/classification.py
src/mlscratch/metrics/regression.py
src/mlscratch/neural/__init__.py
src/mlscratch/neural/attention.py
src/mlscratch/neural/autoencoder.py
src/mlscratch/neural/boltzmann.py
src/mlscratch/neural/cnn.py
src/mlscratch/neural/cvnn.py
src/mlscratch/neural/gan.py
src/mlscratch/neural/hopfield.py
src/mlscratch/neural/perceptron.py
src/mlscratch/neural/rbf_network.py
src/mlscratch/neural/recurrent.py
src/mlscratch/preprocessing/__init__.py
src/mlscratch/preprocessing/encoders.py
src/mlscratch/preprocessing/model_selection.py
src/mlscratch/preprocessing/polynomial.py
src/mlscratch/preprocessing/scalers.py
src/mlscratch/reinforcement/__init__.py
src/mlscratch/reinforcement/ddpg.py
src/mlscratch/reinforcement/dqn.py
src/mlscratch/reinforcement/ppo.py
src/mlscratch/reinforcement/q_learning.py
src/mlscratch/reinforcement/sac.py
src/mlscratch/reinforcement/utils.py
src/mlscratch/supervised/__init__.py
src/mlscratch/supervised/_validation.py
src/mlscratch/supervised/adaboost.py
src/mlscratch/supervised/decision_tree.py
src/mlscratch/supervised/gradient_boosting.py
src/mlscratch/supervised/knn.py
src/mlscratch/supervised/lasso_regression.py
src/mlscratch/supervised/linear_models.py
src/mlscratch/supervised/linear_regression.py
src/mlscratch/supervised/logistic_regression.py
src/mlscratch/supervised/naive_bayes.py
src/mlscratch/supervised/random_forest.py
src/mlscratch/supervised/ridge_regression.py
src/mlscratch/supervised/svm.py
src/mlscratch/unsupervised/__init__.py
src/mlscratch/unsupervised/apriori.py
src/mlscratch/unsupervised/dbscan.py
src/mlscratch/unsupervised/gmm.py
src/mlscratch/unsupervised/hierarchical_clustering.py
src/mlscratch/unsupervised/ica.py
src/mlscratch/unsupervised/kmeans.py
src/mlscratch/unsupervised/kmedoids.py
src/mlscratch/unsupervised/pca.py
src/mlscratch/unsupervised/tsne.py
src/scratchkit.egg-info/PKG-INFO
src/scratchkit.egg-info/SOURCES.txt
src/scratchkit.egg-info/dependency_links.txt
src/scratchkit.egg-info/entry_points.txt
src/scratchkit.egg-info/requires.txt
src/scratchkit.egg-info/top_level.txt