DAME-FLAME-Python-Package

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They look a little empty (sorry, don't know Jekyll) 

nickeubank

Bumps [nokogiri](https://github.com/sparklemotion/nokogiri) from 1.14.3 to 1.16.3. Release notes Sourced from nokogiri's releases. v1.16.3 / 2024-03-15 Dependencies [CRuby] Vendored libxml2 is updated to v2.12.6 from v2.12.5. (@​flavorjones) Changed [CRuby] XML::Reader sets...

dependabot[bot]

Replacing some for loops to native pandas functions for increased performace

6

Also bumping Numpy to a more secure version

GenericUser127

Parallelize the for loop for possible drops in flame_algorithm.py and fix an overflow issue in flame_grouped_by.py

2

wtc100

Documentation updates

2

A number of small things: - Check the pe_frac things - Add paper citation, update names/contact email - Perhaps add the algorithm diagram from the paper somewhere too - (if...

nehargupta

Accelerate runtime when data set is large

2

When data set size goes to millions of rows and hundreds of features, it takes hours to run. Could there be ways to shorten the computing time?

wtc100

ValueError: could not broadcast input array from shape (4,2) into shape (6,4)

3

The above mentioned Error occurred in the following line: model = dame_flame.matching.FLAME(adaptive_weights = 'ridgeCV' , repeats = True , verbose = 3) model.fit(holdout_data = df11 , treatment_column_name='AGE', outcome_column_name='DIAGNOSIS') result =...

OliverWayne007

ENH: Return full dataset for subsequent analysis

9

As per discussion with @nehargupta via email, it'd be helpful if dame returned an analysis dataset. `results` is a start, but it drops treatment assignment and outcome, and the insertion...

nickeubank

"No object to concatenate error"

2

When running with the adaptive_weights='decisionTreeCV' parameter, in late iterations, sometimes the error 'no object to concatenate' appears. It seems like users who see this error can avoid it by using...

nehargupta

look to see if the post_processing file for CATE and ATE and ATT is vulnerable to floating point rounding issues, and if true, how to resolve? Use a small 4...

nehargupta