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py_ml_math

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Educational Python scripts for math, stats and ML

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Name		Name	Last commit message	Last commit date
1sandbox.ipynb		1sandbox.ipynb
2sandbox.ipynb		2sandbox.ipynb
ANOVA.ipynb		ANOVA.ipynb
Arrested_Youths.ipynb		Arrested_Youths.ipynb
Bayes_OLS_Regression_annual_income.ipynb		Bayes_OLS_Regression_annual_income.ipynb
Bayesian_Inference.ipynb		Bayesian_Inference.ipynb
Bayesian_Linear_Regression.ipynb		Bayesian_Linear_Regression.ipynb
Bayesian_models_poisson_negativebinomial_regression.ipynb		Bayesian_models_poisson_negativebinomial_regression.ipynb
Dexamethasone_study.ipynb		Dexamethasone_study.ipynb
Hypotheses_Test_Two_Pop_Proportions_pooled.ipynb		Hypotheses_Test_Two_Pop_Proportions_pooled.ipynb
Hypothesis_t_test_critical_p_values.ipynb		Hypothesis_t_test_critical_p_values.ipynb
Hypothesis_test_Critical_Values.ipynb		Hypothesis_test_Critical_Values.ipynb
Hypothesis_test_p_Values.ipynb		Hypothesis_test_p_Values.ipynb
Logistic_Regression_Binomial.ipynb		Logistic_Regression_Binomial.ipynb
Logistic_Regression_Model_Hierarchy.ipynb		Logistic_Regression_Model_Hierarchy.ipynb
Logistic_Regression_Multinomial.ipynb		Logistic_Regression_Multinomial.ipynb
Logistic_Regression_Ordered_Categories.ipynb		Logistic_Regression_Ordered_Categories.ipynb
Mann_Whitney_U_Test.ipynb		Mann_Whitney_U_Test.ipynb
Pearsons_Correlation_Coefficient.ipynb		Pearsons_Correlation_Coefficient.ipynb
Permutation_t-test.ipynb		Permutation_t-test.ipynb
Power_Analysis.ipynb		Power_Analysis.ipynb
QQ_plots_t-scores.ipynb		QQ_plots_t-scores.ipynb
README.md		README.md
Survival_Analysis.ipynb		Survival_Analysis.ipynb
Wilcoxon_Signed_Rank_t-test.ipynb		Wilcoxon_Signed_Rank_t-test.ipynb
anaconda_intall.txt		anaconda_intall.txt
bayesian_models_logistic_multinomial_regression.ipynb		bayesian_models_logistic_multinomial_regression.ipynb
bigram.ipynb		bigram.ipynb
chi_squared.ipynb		chi_squared.ipynb
confidence_intervals_analytic_method.ipynb		confidence_intervals_analytic_method.ipynb
confidence_intervals_bootstrapping_method.ipynb		confidence_intervals_bootstrapping_method.ipynb
correlation_coefficient.ipynb		correlation_coefficient.ipynb
cross-entropy-loss-from-scratch.ipynb		cross-entropy-loss-from-scratch.ipynb
data_exercise_employee_performance.ipynb		data_exercise_employee_performance.ipynb
data_exercise_graduate_salaries.ipynb		data_exercise_graduate_salaries.ipynb
data_exercise_learning_programs.ipynb		data_exercise_learning_programs.ipynb
data_exercise_promotion_differences_between_groups.ipynb		data_exercise_promotion_differences_between_groups.ipynb
data_exercise_recruiting_process.ipynb		data_exercise_recruiting_process.ipynb
data_normalization.ipynb		data_normalization.ipynb
finance_analysis.ipynb		finance_analysis.ipynb
graphing_visualizations.ipynb		graphing_visualizations.ipynb
hypothesis_test_one_pop_proportion.ipynb		hypothesis_test_one_pop_proportion.ipynb
insert_sort_pseudo.txt		insert_sort_pseudo.txt
normal_probability_plot.ipynb		normal_probability_plot.ipynb
numpy-pytorch.ipynb		numpy-pytorch.ipynb
paired_t_test.ipynb		paired_t_test.ipynb
pytorch_nn_Module.ipynb		pytorch_nn_Module.ipynb
random_numbers.ipynb		random_numbers.ipynb
regression_basic.ipynb		regression_basic.ipynb
regression_home_prices.ipynb		regression_home_prices.ipynb
runtime_calc.ipynb		runtime_calc.ipynb
t-distributions.ipynb		t-distributions.ipynb
t_test_confidence_interval.ipynb		t_test_confidence_interval.ipynb
test_normality.ipynb		test_normality.ipynb
two_pop_nonPooled_t-test_confidence_intervals.ipynb		two_pop_nonPooled_t-test_confidence_intervals.ipynb
two_pop_pooled_t-test_confidence_intervals.ipynb		two_pop_pooled_t-test_confidence_intervals.ipynb

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py_ml_math

Educational Python scripts for math, stats and ML

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Educational Python scripts for math, stats and ML

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