diff --git a/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_19_0.png b/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_19_0.png index b758e2d..a3f6565 100644 Binary files a/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_19_0.png and b/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_19_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_37_0.png b/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_37_0.png index 35a0227..be7d930 100644 Binary files a/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_37_0.png and b/markdown/chapter_1_introduction/tutorial_1_models_files/tutorial_1_models_37_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_13_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_13_0.png index e4cf568..1321829 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_13_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_13_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_15_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_15_0.png index 41e3572..d32be52 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_15_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_15_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_17_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_17_0.png index 227d10f..e139fa2 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_17_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_17_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_19_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_19_0.png index f570793..3dc1fa2 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_19_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_19_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_21_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_21_0.png index 1472cf9..6091c63 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_21_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_21_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_23_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_23_0.png index 4033854..cc82d0e 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_23_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_23_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_33_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_33_0.png index c311bab..989167f 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_33_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_33_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_35_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_35_0.png index 38844ce..4a41cc5 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_35_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_35_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_37_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_37_0.png index fa8a3f3..6fbe6be 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_37_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_37_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_41_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_41_0.png index c861af9..4e611db 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_41_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_41_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_7_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_7_0.png index 800b46f..3d87d32 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_7_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_7_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_9_0.png b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_9_0.png index 8286e11..25094eb 100644 Binary files a/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_9_0.png and b/markdown/chapter_1_introduction/tutorial_2_fitting_data_files/tutorial_2_fitting_data_9_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_25_0.png b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_25_0.png index 5513e0e..78ec628 100644 Binary files a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_25_0.png and b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_25_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_29_1.png b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_29_1.png index 3e09dff..98374ef 100644 Binary files a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_29_1.png and b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_29_1.png differ diff --git a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_31_15.png b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_31_15.png index 188d3e7..98d5213 100644 Binary files a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_31_15.png and b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_31_15.png differ diff --git a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_37_48.png b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_37_48.png index a537569..fa1aa95 100644 Binary files a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_37_48.png and b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_37_48.png differ diff --git a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_5_0.png b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_5_0.png index 26750b9..992bb69 100644 Binary files a/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_5_0.png and b/markdown/chapter_1_introduction/tutorial_3_non_linear_search_files/tutorial_3_non_linear_search_5_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_23_0.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_23_0.png index 00a89b2..dee7b8b 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_23_0.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_23_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_25_0.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_25_0.png index 5575e06..774c6d1 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_25_0.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_25_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_27_1.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_27_1.png index 82512e0..391b9f7 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_27_1.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_27_1.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_2.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_2.png index 22ca600..f7a47ec 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_2.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_2.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_3.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_3.png index 3ca9e78..ce5d040 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_3.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_35_3.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_2.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_2.png index 7ffb890..708562f 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_2.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_2.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_3.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_3.png index a15f1a0..3c86380 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_3.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_43_3.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_2.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_2.png index cfd6409..c4c6edc 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_2.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_2.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_3.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_3.png index e6d8467..07e4c95 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_3.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_53_3.png differ diff --git a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_7_0.png b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_7_0.png index 45ed020..8513174 100644 Binary files a/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_7_0.png and b/markdown/chapter_1_introduction/tutorial_4_why_modeling_is_hard_files/tutorial_4_why_modeling_is_hard_7_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_27_0.png b/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_27_0.png index 46d8889..b4069a4 100644 Binary files a/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_27_0.png and b/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_27_0.png differ diff --git a/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_33_5.png b/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_33_5.png index 689c400..1624f4a 100644 Binary files a/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_33_5.png and b/markdown/chapter_1_introduction/tutorial_5_results_and_samples_files/tutorial_5_results_and_samples_33_5.png differ