2024_2025

Preserving the current state of the repo from the 2024-2025 academic year (Fall 2024 - Spring 2025).

What's Changed

• update parameters in cross_val_predict by @sociologyquinn in #23
• update parameters, fix typos by @sociologyquinn in #24
• update hyperparameters and deprecated functions by @sociologyquinn in #25
• consolidate classification notebooks, fix deprecated functions, remov… by @sociologyquinn in #26
• update functions, clean up nb by @sociologyquinn in #27
• changes to keras and tensorflow, fix digits plots by @sociologyquinn in #28
• update keras and tensorflow, clean up standard scaler section by @sociologyquinn in #29
• add git ignore file by @sociologyquinn in #30
• Kqbranch by @sociologyquinn in #31
• show third cluster in noisy moons by @sociologyquinn in #32
• drop index column of df rather than first row by @sociologyquinn in #33
• update project 4 by @sociologyquinn in #34
• update libraries and installation instructions by @sociologyquinn in #35
• update keras library for NNs by @sociologyquinn in #36
• Kqbranch by @sociologyquinn in #38
• update ipynb for gensim 4.0 by @sociologyquinn in #39
• create NN for NLP folder by @sociologyquinn in #40
• Update DiD and synthetic controls by @sociologyquinn in #41
• update superlearner and tmle by @sociologyquinn in #43
• naming edits by @tomvannuenen in #44
• remove duplicates by @tomvannuenen in #45
• naming notebooks by @tomvannuenen in #46
• edits 1-4 by @tomvannuenen in #47
• 1-4 by @tomvannuenen in #48
• edits by @tomvannuenen in #49
• 1.2 edit by @tomvannuenen in #50
• add cheatsheet by @tomvannuenen in #51
• added k-means example + solve syntax error by @prsnt1 in #52
• added k means and correct syntax in student version too by @prsnt1 in #53
• Kz module1 by @kaseyzapatka in #54
• Pull in edits from Kz module1 to main by @kaseyzapatka in #55
• Kz module1 by @kaseyzapatka in #56
• Kz module1 by @kaseyzapatka in #57
• update .md with section on pushing new branch to main and add note ab… by @kaseyzapatka in #58
• Kz module1 by @kaseyzapatka in #59
• counts --> sum for Dole by @kaseyzapatka in #60
• typo fix of sum() by @kaseyzapatka in #61
• update Math review for lab by @kaseyzapatka in #62
• Module1 closeout by @kaseyzapatka in #63
• pushing image changes by @kaseyzapatka in #64
• Kz module2 by @kaseyzapatka in #65
• update hyperlink by @kaseyzapatka in #66
• Kz module2 by @kaseyzapatka in #67
• fix typos for class by @kaseyzapatka in #68
• global update: add notes, correct hyperparameter section by @kaseyzapatka in #69
• Kz module2 by @kaseyzapatka in #70
• Kz module2 by @kaseyzapatka in #71
• re-run notebook by @kaseyzapatka in #72
• re-process dataset, incorporate standardizing after split, re-run for… by @kaseyzapatka in #73
• major updates: add notes, match and clarify instructions, post by @kaseyzapatka in #74
• correct typo to create region dummy by @kaseyzapatka in #75
• update order of feature selection in workflow by @kaseyzapatka in #76
• re-run, specify older version of imbalanced, remove redundant code by @kaseyzapatka in #77
• update notations for class by @kaseyzapatka in #78
• Kz module2 by @kaseyzapatka in #79
• Kz module2 by @kaseyzapatka in #80
• Kz module2 by @kaseyzapatka in #81
• Kz module2 by @kaseyzapatka in #82
• correct missed updates by @kaseyzapatka in #83
• Kz module2 by @kaseyzapatka in #84
• Kz module2 by @kaseyzapatka in #85
• remove old files but store in archive by @kaseyzapatka in #86
• Kz module2 by @kaseyzapatka in #87
• update X_train to x_train by @kaseyzapatka in #88
• small updates to convolution tutorial by @kaseyzapatka in #89
• updates for class by @kaseyzapatka in #90
• update project 3 data and instructions to include Results column so s… by @kaseyzapatka in #91
• add scree plot and small instructional changes by @kaseyzapatka in #92
• drop three variables that are causing prediction issues by @kaseyzapatka in #93
• wip: first pass at annotating script by @kaseyzapatka in #94
• update typos, keras packages, hyperlink before release by @kaseyzapatka in #95
• Kz module2 by @kaseyzapatka in #96
• Kz module2 by @kaseyzapatka in #97
• add annotations, correct LAD, update matrix feed by @kaseyzapatka in #98
• push updates that didn't save by @kaseyzapatka in #99
• update project formatting by @kaseyzapatka in #100
• add cell to visualize matrices by @kaseyzapatka in #101
• add helpful annotations by @kaseyzapatka in #102
• update data logo to display on github by @kaseyzapatka in #103
• Kz module2 by @kaseyzapatka in #104
• update with adapted Naive Bayes comparison by @kaseyzapatka in #105
• update a few typos after teaching by @kaseyzapatka in #106
• update 5-4 with annotations; update outdated code for adjust-text; lo… by @kaseyzapatka in #107
• update with random seeds for reproducibility and tutorial links by @kaseyzapatka in #108
• Kz module2 by @kaseyzapatka in #109
• Kz module2 by @kaseyzapatka in #110
• Kz module2 by @kaseyzapatka in #111
• Kz module2 by @kaseyzapatka in #112
• Kz module2 by @kaseyzapatka in #113
• update with correct counts of causal groups from knit by @kaseyzapatka in #114
• update 6-3 with annotations for teaching by @kaseyzapatka in #115
• Kz module2 by @kaseyzapatka in #116
• Kz module2 by @kaseyzapatka in #117
• Kz module2 by @kaseyzapatka in #118
• Kz module2 by @kaseyzapatka in #119
• add bias plot to E-value by @kaseyzapatka in #120
• Kz module2 by @kaseyzapatka in #121
• update w/ annotations for teaching by @kaseyzapatka in #122
• Kz module2 by @kaseyzapatka in #123
• add ignore protocol to ignore solutions documents by @kaseyzapatka in #124
• update url to cheatsheet by @kaseyzapatka in #125
• Kz by @kaseyzapatka in #126
• update proejct pdf and jup notebook to reflect suggestions about LASS… by @kaseyzapatka in #127
• TPOT updates by @kaseyzapatka in #129
• update with random seeds for reproducibility, normalize confusion marix, harmonize scripts by @kaseyzapatka in #130
• reduce number of simulations for project 6 by @kaseyzapatka in #131
• udpate to regressing A on Z instead of Z on A by @kaseyzapatka in #132

New Contributors

• @tomvannuenen made their first contribution in #44
• @prsnt1 made their first contribution in #52
• @kaseyzapatka made their first contribution in #54

Full Changelog: v_1.0...v_2.0