Releases · dlab-berkeley/Computational-Social-Science-Training-Program

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 https://github.com/dlab-berkeley/Computational-Social-Science-Train...