Ashton-Sidhu/aethos

Issues

• Documentation of how to proceed post aethos create execution

  #110 opened 4 years ago by ganesh3
  0

• Improve import times

  #111 opened 4 years ago by Ashton-Sidhu
  1

• Implement a better dev/test test split

  #97 opened 4 years ago by Ashton-Sidhu
  1

• aethos install-corpora failing to find python3 command on windows

  #109 opened 4 years ago by ganesh3
  2

• OSError when installing or creating folder structure

  #108 opened 4 years ago by aworleo
  2

• FileNotFoundError: [Errno 2] No such file or directory: '/home/<user>/.aethos/config.yml'

  #106 opened 4 years ago by lucasnewkirk
  3

• Parallel Computing with native multiprocess

  #91 opened 5 years ago by Ashton-Sidhu
  2

• Implement Dask as normal back end computational framework

  #93 opened 5 years ago by Ashton-Sidhu
  0

• Add experiment tracking

  #100 opened 5 years ago by Ashton-Sidhu
  1

• Remove .apply and replace with Series vectorization

  #78 opened 5 years ago by Ashton-Sidhu
  2

• Remove pandas dependency and only use it for the "Experimental" code generation

  #11 opened 5 years ago by Ashton-Sidhu
  1

• Improve this detection function and to detect numeric categorical data

  #1 opened 5 years ago by todo
  0

• Figure out a better way to identify text that is categorical

  #3 opened 5 years ago by Ashton-Sidhu
  0

• Figure out a better way to identify text that is not categorical

  #2 opened 5 years ago by Ashton-Sidhu
  0

• Implement a 'project metric'

  #98 opened 5 years ago by Ashton-Sidhu
  0

• Implement KNN, and replacing with most common category

  #9 opened 5 years ago by todo
  2

• Implement KNN, Interpolation, Extrapolation, Hot-Deck imputation for replacing m...

  #13 opened 5 years ago by todo
  1

• Find way to autoname reports

  #17 opened 5 years ago by Ashton-Sidhu
  0

• Implement multi processing running of models """

  #86 opened 5 years ago by todo
  1

• Use Scikit Learns Column Transformer instead of reconstructing/concatting dataframes after applying Scikit Learn transformations

  #40 opened 5 years ago by Ashton-Sidhu
  0

• Add String validation

  #8 opened 5 years ago by todo
  0

• Add Numeric Validation

  #7 opened 5 years ago by todo
  0

• Add data validation on the custom_cols argument to make sure it is float or int

  #6 opened 5 years ago by todo
  0

• Log the input type classification as a report.

  #4 opened 5 years ago by todo
  0

• Standardize function documentation to Numpy format

  #39 opened 5 years ago by Ashton-Sidhu
  1

• Make functions adhere to Google coding standard

  #41 opened 5 years ago by Ashton-Sidhu
  1

• Add full dataset to data_properties object

  #31 opened 5 years ago by Ashton-Sidhu
  1

• Add customization to BoW and TF-IDF through the parameters of the constructor

  #12 opened 5 years ago by todo
  1

• Move making the directory on first time run to some config file

  #16 opened 5 years ago by todo
  0

• Add conditional validation based off list_of_cols, data, train_data and test_dat...

  #14 opened 5 years ago by todo
  1

• Add self.use_full_dataset condition to imputer values based off training set to ...

  #10 opened 5 years ago by todo
  1