CCS-Lab/easyml

Issues

• error: could not find function "resample"

  #104 opened 7 years ago by brainconnectome
  2

• lol

  #107 opened 5 years ago by iSteal
  0

• No module named 'progressbar'

  #106 opened 5 years ago by ghshin-github
  2

• Error in randomForest.default(X, y, ...) : NA not permitted in predictors

  #37 opened 8 years ago by paulhendricks
  2

• Question about handling categorical variables

  #105 opened 6 years ago by irisshen926
  1

• Data imputation

  #103 opened 7 years ago by Nathaniel-Haines
  1

• Machine learning analysis of fMRI data

  #54 opened 8 years ago by youngahn
  1

• Entering factors for classification

  #99 opened 8 years ago by Nathaniel-Haines
  3

• Documentation

  #97 opened 8 years ago by Nathaniel-Haines
  4

• Tag and release 0.1.0 version

  #95 opened 8 years ago by paulhendricks
  0

• Python documentation

  #102 opened 8 years ago by youngahn
  0

• Profile easy_* functions to identify bottlenecks

  #46 opened 8 years ago by paulhendricks
  0

• Create a preprocessor for normalizing data

  #53 opened 8 years ago by paulhendricks
  0

• Increase code coverage above 70%

  #74 opened 8 years ago by paulhendricks
  1

• Define a generic function for preprocess functions

  #52 opened 8 years ago by paulhendricks
  1

• Make easy_* functions compatible with pipelines in Python

  #30 opened 8 years ago by paulhendricks
  1

• Specify K-fold

  #58 opened 8 years ago by youngahn
  2

• Make it optional to save beta weights and ROC curves? / How to name files? / set or display paths for saving files

  #33 opened 8 years ago by youngahn
  3

• Convert all functions to "tidy" functions, where possible

  #40 opened 8 years ago by paulhendricks
  3

• Bootstrap and plot correlation coefficients instead of mean squared errors for gaussian regression

  #44 opened 8 years ago by paulhendricks
  3

• Plot importance of regressors (random forest)

  #34 opened 8 years ago by youngahn
  2

• If necessary, solve bottlenecks using Rcpp or Cython

  #47 opened 8 years ago by paulhendricks
  1

• Explore the use of generators for Python

  #48 opened 8 years ago by paulhendricks
  1

• Title of figures

  #62 opened 8 years ago by youngahn
  2

• Wrap a model from caret package

  #77 opened 8 years ago by paulhendricks
  1

• add dplyr

  #98 opened 8 years ago by youngahn
  1

• Travis CI working on linux builds

  #87 opened 8 years ago by paulhendricks
  1

• Create a contributing guide

  #82 opened 8 years ago by paulhendricks
  1

• Fix Travis CI build and get working for R and Python

  #81 opened 8 years ago by paulhendricks
  1

• Random forest on a continuous dependent measure --> replace RMSE with correlation coefficients

  #75 opened 8 years ago by youngahn
  2

• easy_random_forest: class of 'dependent_variable'

  #71 opened 8 years ago by youngahn
  1

• Sanity check of cocaine results

  #63 opened 8 years ago by youngahn
  2

• Error in easy_glmnet

  #57 opened 8 years ago by youngahn
  1

• alpha in easy_glmnet as an input

  #56 opened 8 years ago by youngahn
  3

• Train and test ROC curves show 0.50

  #38 opened 8 years ago by paulhendricks
  1

• Error in abs(coefs)

  #35 opened 8 years ago by paulhendricks
  1

• Handle plot_betas() case when number of columns >> 20

  #36 opened 8 years ago by paulhendricks
  1

• Adjust setup.py and conda file so easyml installs the correct dependencies

  #49 opened 8 years ago by paulhendricks
  1

• Add DOI badge from Zenodo

  #55 opened 8 years ago by paulhendricks
  2

• Standardize interfaces to easyml across R and Python

  #29 opened 8 years ago by paulhendricks
  1

• Standardize progress bars

  #43 opened 8 years ago by paulhendricks
  2

• Explore current modeling packages

  #41 opened 8 years ago by paulhendricks
  2

• export beta values and ROC values to a variable

  #32 opened 8 years ago by youngahn
  1

• Come up with consistent prefix for sampling functions

  #51 opened 8 years ago by paulhendricks
  1

• Come up with a better prefix name than bootstrap for certain functions

  #50 opened 8 years ago by paulhendricks
  2

• Test installation on new machines; Mac OSX, Windows, Linux

  #45 opened 8 years ago by paulhendricks
  1

• Convert categorical_variables to index based; works with arrays, matrices, and data.frames

  #42 opened 8 years ago by paulhendricks
  1

• Implement CI (Continuous Integration) e.g. Travis CI, AppVeyor, etc.

  #39 opened 8 years ago by paulhendricks
  0

• Add Random Forest to easyml

  #28 opened 8 years ago by paulhendricks
  3

• change 'parallel' to 'n_core'

  #31 opened 8 years ago by youngahn
  2