AUTHORS.rst
CONTRIBUTING.rst
HISTORY.rst
LICENSE
MANIFEST.in
README.rst
setup.cfg
setup.py
MLStudio.egg-info/PKG-INFO
MLStudio.egg-info/SOURCES.txt
MLStudio.egg-info/dependency_links.txt
MLStudio.egg-info/not-zip-safe
MLStudio.egg-info/top_level.txt
docs/Makefile
docs/authors.rst
docs/conf.py
docs/contributing.rst
docs/history.rst
docs/index.rst
docs/installation.rst
docs/make.bat
docs/readme.rst
docs/usage.rst
mlstudio/__init__.py
mlstudio/datasets.py
mlstudio/analysis/__init__.py
mlstudio/analysis/model_validation.py
mlstudio/analysis/diagnostics/__init__.py
mlstudio/analysis/diagnostics/optimization.py
mlstudio/demo/__init__.py
mlstudio/demo/figures/__init__.py
mlstudio/demo/gradient_descent/__init__.py
mlstudio/demo/gradient_descent/benchmark.py
mlstudio/demo/gradient_descent/regression.py
mlstudio/demo/gradient_descent/variants.py
mlstudio/supervised/__init__.py
mlstudio/supervised/callbacks/__init__.py
mlstudio/supervised/callbacks/base.py
mlstudio/supervised/callbacks/debugging.py
mlstudio/supervised/callbacks/early_stop.py
mlstudio/supervised/callbacks/learning_rate.py
mlstudio/supervised/callbacks/monitor.py
mlstudio/supervised/core/__init__.py
mlstudio/supervised/core/activations.py
mlstudio/supervised/core/objectives.py
mlstudio/supervised/core/optimizers.py
mlstudio/supervised/core/regularizers.py
mlstudio/supervised/core/scorers.py
mlstudio/supervised/core/tasks.py
mlstudio/supervised/deep_learning/__init__.py
mlstudio/supervised/machine_learning/__init__.py
mlstudio/supervised/machine_learning/base.py
mlstudio/supervised/machine_learning/gradient_descent.py
mlstudio/supervised/machine_learning/linear_regression.py
mlstudio/supervised/machine_learning/ols_regression.py
mlstudio/utils/__init__.py
mlstudio/utils/data_analyzer.py
mlstudio/utils/data_manager.py
mlstudio/utils/file_manager.py
mlstudio/utils/format.py
mlstudio/utils/observers.py
mlstudio/utils/print.py
mlstudio/utils/stats.py
mlstudio/utils/validation.py
mlstudio/visual/__init__.py
mlstudio/visual/base.py
mlstudio/visual/model_evaluation.py
mlstudio/visual/model_selection.py
mlstudio/visual/model_validation.py
mlstudio/visual/animations/__init__.py
mlstudio/visual/animations/matplotlib.py
mlstudio/visual/animations/surface.py
mlstudio/visual/animations/surface_contour.py
mlstudio/visual/animations/surface_line.py
mlstudio/visual/interactive/__init__.py
mlstudio/visual/interactive/learning_curve.py
tests/__init__.py
tests/test_analysis/__init__.py
tests/test_analysis/test_diagnostics/__init__.py
tests/test_analysis/test_diagnostics/test_optimization_diagnostics.py
tests/test_data/__init__.py
tests/test_data/test_binary_cost.xlsx
tests/test_data/test_categorical_cost.xlsx
tests/test_data/test_early_stop.xlsx
tests/test_data/test_monitor.csv
tests/test_data/test_monitor.xlsx
tests/test_data/test_quadratic_cost.xlsx
tests/test_supervised/__init__.py
tests/test_supervised/test_machine_learning/__init__.py
tests/test_supervised/test_machine_learning/test_benchmark.py
tests/test_supervised/test_machine_learning/test_gd_logistic_regression.py
tests/test_supervised/test_machine_learning/test_gd_regressor.py
tests/test_supervised/test_machine_learning/test_learning_rates.py
tests/test_supervised/test_machine_learning/test_optimization_algorithms.py
tests/test_supervised/test_machine_learning/test_scorers.py
tests/test_utils/__init__.py
tests/test_utils/test_data_analysis.py
tests/test_utils/test_data_management.py
tests/test_utils/test_observer.py
tests/test_utils/test_validation.py
tests/test_visual/__init__.py
tests/test_visual/test_model_evaluation.py
tests/test_visual/test_model_selection.py
tests/test_visual/test_model_validation.py