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/analysis/__init__.py
mlstudio/analysis/model_validation.py
mlstudio/analysis/diagnostics/__init__.py
mlstudio/analysis/diagnostics/optimization.py
mlstudio/demo/__init__.py
mlstudio/demo/data/__init__.py
mlstudio/demo/data/Ames/__init__.py
mlstudio/demo/figures/__init__.py
mlstudio/demo/gradient_descent/__init__.py
mlstudio/demo/gradient_descent/benchmark.py
mlstudio/demo/gradient_descent/variants.py
mlstudio/demo/gradient_descent/regression/__init__.py
mlstudio/demo/gradient_descent/regression/regression_animation.py
mlstudio/demo/gradient_descent/regression/regression_evaluation.py
mlstudio/supervised/__init__.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/gradient_descent.py
mlstudio/supervised/machine_learning/linear_regression.py
mlstudio/supervised/machine_learning/ols_regression.py
mlstudio/supervised/observers/__init__.py
mlstudio/supervised/observers/base.py
mlstudio/supervised/observers/debugging.py
mlstudio/supervised/observers/early_stop.py
mlstudio/supervised/observers/history.py
mlstudio/supervised/observers/learning_rate.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/print.py
mlstudio/utils/validation.py
mlstudio/visual/__init__.py
mlstudio/visual/animations.py
mlstudio/visual/base.py
mlstudio/visual/interactive.py
mlstudio/visual/model_evaluation.py
mlstudio/visual/model_selection.py
mlstudio/visual/model_validation.py
mlstudio/visual/plots.py
mlstudio/visual/text.py
tests/__init__.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_learning_rate_schedules.xlsx
tests/test_data/test_learning_rate_schedules_bottou.xlsx
tests/test_data/test_learning_rate_schedules_exponential_decay.xlsx
tests/test_data/test_learning_rate_schedules_exponential_step_decay.xlsx
tests/test_data/test_learning_rate_schedules_exponential_step_decay_staircase.xlsx
tests/test_data/test_learning_rate_schedules_improvement.xlsx
tests/test_data/test_learning_rate_schedules_polynomial_decay.xlsx
tests/test_data/test_learning_rate_schedules_polynomial_step_decay.xlsx
tests/test_data/test_learning_rate_schedules_power.xlsx
tests/test_data/test_learning_rate_schedules_sqrt_time_decay.xlsx
tests/test_data/test_learning_rate_schedules_step_decay.xlsx
tests/test_data/test_learning_rate_schedules_time_decay.xlsx
tests/test_data/test_learning_rate_schedules_time_decay_optimal.xlsx
tests/test_data/test_monitor.csv
tests/test_data/test_monitor.xlsx
tests/test_data/test_objective_cost_functions_cxe.xlsx
tests/test_data/test_objective_cost_functions_mse.xlsx
tests/test_data/test_objective_cost_functions_xe.xlsx
tests/test_data/test_objectives_data_prep.py
tests/test_data/test_performance_observer_cost.xlsx
tests/test_data/test_quadratic_cost.xlsx
tests/test_data/test_regularization.xlsx
tests/test_data/~$test_performance_observer_cost.xlsx
tests/test_supervised/__init__.py
tests/test_supervised/test_core/__init__.py
tests/test_supervised/test_core/test_activations.py
tests/test_supervised/test_core/test_objectives.py
tests/test_supervised/test_core/test_regularizers.py
tests/test_supervised/test_core/test_scorers.py
tests/test_supervised/test_core/test_tasks.py
tests/test_supervised/test_machine_learning/__init__.py
tests/test_supervised/test_machine_learning/test_gradient_descent/__init__.py
tests/test_supervised/test_machine_learning/test_gradient_descent/test_pure_optimizer.py
tests/test_supervised/test_machine_learning/test_gradient_descent/test_regressor.py
tests/test_supervised/test_observers/__init__.py
tests/test_supervised/test_observers/test_learning_rates.py
tests/test_supervised/test_observers/test_performance_observer.py
tests/test_utils/__init__.py
tests/test_utils/test_data_analysis.py
tests/test_utils/test_data_management.py
tests/test_utils/test_validation.py