Commits · 2a7062ebbf4e92ec72864cf77c2fd13d88dd1708 · Lorenzo, Leodegario U. II / mltools · GitLab

20 Sep, 2020 6 commits
- Add html file in description · 2a7062eb
  Leodegario Lorenzo II authored Sep 20, 2020
  
  2a7062eb
- Update contents · 73ae86c5
  Lorenzo, Leodegario U. II authored Sep 20, 2020
  
  73ae86c5
- Add html format of recipe book · 8f72ccf2
  Leodegario Lorenzo II authored Sep 20, 2020
  
  8f72ccf2
- Add interpretation plots and table of contents · 0e147740
  Leodegario Lorenzo II authored Sep 20, 2020
  
  0e147740
- Add recipe book · 0c392df0
  Leodegario Lorenzo II authored Sep 20, 2020
  
  0c392df0
- Add installation instructions · 04ef7b71
  Leodegario Lorenzo II authored Sep 20, 2020
  
  04ef7b71
19 Sep, 2020 2 commits
- Add Table of Recipes · 2ab40dbb
  Leodegario Lorenzo II authored Sep 19, 2020
  
  2ab40dbb
- Add permutation importance · 10b5cb4f
  Leodegario Lorenzo II authored Sep 19, 2020
  
  10b5cb4f
18 Sep, 2020 6 commits
- Add scorer and scaling in tune model function · e5cd9af7
  Leodegario Lorenzo II authored Sep 18, 2020
  
  e5cd9af7
- Remove .py on mltools.py · 524e141f
  Leodegario Lorenzo II authored Sep 18, 2020
  
  524e141f
- Revise intro · 7e254e4a
  Leodegario Lorenzo II authored Sep 18, 2020
  
  7e254e4a
- Fix spacing on intro · 2b0f127d
  Leodegario Lorenzo II authored Sep 18, 2020
  
  2b0f127d
- Add README.md · ad1a8744
  Lorenzo, Leodegario U. II authored Sep 18, 2020
  
  ad1a8744
- Add Multi Layer Perceptron model · 75c21f72
  Leodegario Lorenzo II authored Sep 18, 2020
  
  75c21f72
17 Sep, 2020 5 commits
- Add get included features from regularization function · 84329738
  Leodegario Lorenzo II authored Sep 17, 2020
  
  84329738
- Set num features for feature importance as min of actual and set num_feat · 82050193
  Leodegario Lorenzo II authored Sep 17, 2020
  
  82050193
- Add start num setting on regularization plots · a0dee5fe
  Leodegario Lorenzo II authored Sep 17, 2020
  
  a0dee5fe
- Fix plot regularization behaviour when feature names is None · 6b74ec58
  Leodegario Lorenzo II authored Sep 17, 2020
  
  6b74ec58
- Add accuracy vs num features regularization interpretation · 0c228017
  Leodegario Lorenzo II authored Sep 17, 2020
  
  0c228017
16 Sep, 2020 1 commit
- Add scorers function · 49e528e6
  Leodegario Lorenzo II authored Sep 16, 2020
  
  49e528e6
15 Sep, 2020 2 commits
- Add score vs hyper parameter setting plotter · 76c614cb
  Leodegario Lorenzo II authored Sep 15, 2020
  
  76c614cb
- Add n trials function for hyper parameter tuning · 2dcad044
  Leodegario Lorenzo II authored Sep 15, 2020
  
  2dcad044
14 Sep, 2020 2 commits
- Rename tune_clf to tune_model · cf210446
  Leodegario Lorenzo II authored Sep 14, 2020
  
  cf210446
- Add model hyper tuner function · 9d10b84e
  Leodegario Lorenzo II authored Sep 14, 2020
  
  9d10b84e
13 Sep, 2020 2 commits
- Update docstring · 17f2393f
  Leodegario Lorenzo II authored Sep 13, 2020
  
  17f2393f
- Add scaling features functionality · 3441a253
  Leodegario Lorenzo II authored Sep 13, 2020
  
  3441a253
12 Sep, 2020 5 commits
- Add Elastic Net · f3c2feba
  Leodegario Lorenzo II authored Sep 12, 2020
  
  f3c2feba
- Add Gaussian Process Regressor · 31507854
  Leodegario Lorenzo II authored Sep 12, 2020
  
  31507854
- Add SGD Models · faeda4dd
  Leodegario Lorenzo II authored Sep 12, 2020
  
  faeda4dd
- Add Extra Trees · c61fa206
  Leodegario Lorenzo II authored Sep 12, 2020
  
  c61fa206
- Modify methods calling function and add list all methods function · a99228c1
  Leodegario Lorenzo II authored Sep 12, 2020
  
  a99228c1
11 Sep, 2020 1 commit
- Add plot partial dependence function · 5e9142ef
  Leodegario Lorenzo II authored Sep 11, 2020
  
  5e9142ef
10 Sep, 2020 3 commits
- Rewrite advance GBM variants import for brevity · 5319a74a
  Leodegario Lorenzo II authored Sep 10, 2020
  
  5319a74a
- Add AdaBoost DT on list of models · 679a503f
  Leodegario Lorenzo II authored Sep 10, 2020
  
  679a503f
- Add AdaBoost DT Classifier and Regressor · 39fca761
  Leodegario Lorenzo II authored Sep 10, 2020
  
  39fca761
09 Sep, 2020 3 commits
- Add MLModels.methods() for easy selecting of models · 2bfefe42
  Leodegario Lorenzo II authored Sep 09, 2020
  
  2bfefe42
- Add XGBoost, LightGBM, and CatBoost · 13d799d0
  Leodegario Lorenzo II authored Sep 09, 2020
  
  13d799d0
- Add HistGBC and HistGBR · f2c87f4c
  Leodegario Lorenzo II authored Sep 09, 2020
  
  f2c87f4c
31 Aug, 2020 2 commits
- Fixed accuracy label on summary function · ceb0446c
  Leodegario Lorenzo II authored Aug 31, 2020
  
  ceb0446c
- Change label of model of tune RF to Random Forest · 1267bc71
  Leodegario Lorenzo II authored Aug 31, 2020
  
  1267bc71