Published August 22, 2022
| Version latest
Software
Open
AtrCheema/AI4Water: latest
Authors/Creators
- 1. Environmental Modeling and Monitoring Lab, UNIST
Description
Commits
- cc49325: improvement in docs (AtrCheema) #32
- b2c0ec7: minor bugs and docs build issues (AtrCheema) #32
- 8f28eb4: added helper functions for explaination (AtrCheema) #32
- 2219bad: removed AttentionLSTM and SelfAttention layers (AtrCheema) #32
- e03ac58: minor improvements (AtrCheema) #32
- e3f4db7: updated activations example (AtrCheema) #32
- fb5df78: improved hpo example (AtrCheema) #32
- 93aee39: removed bug in clear_weights ranking of folders (AtrCheema) #32
- 40a6dd9: improve datasets docs and and save WeatherJena data in nc if possible (AtrCheema) #32
- 607b2b0: improved datasets (AtrCheema) #32
- 4bc212a: removed bug in all_data method (AtrCheema) #32
- b23a06b: interpret methods accept x argument (AtrCheema) #32
- d521f95: improved docs (AtrCheema) #32
- 055394f: improved docs (AtrCheema) #32
- 22bee9f: added vast, pareto, mmad, tanh and sigmoid transformations (AtrCheema) #32
- 47b5a0e: removed some bugs in hpo (AtrCheema) #32
- ab96424: added tests for model class methods (AtrCheema) #32
- 13b9d2e: removed bug in finding best paras in hpo (AtrCheema) #32
- 78f3918: improved edf and other plots (AtrCheema) #32
- 3b04f8b: refactored examples and improved HyperOpt class (AtrCheema) #32
- 0e35e13: throw warning on use of training, validation and test as data (AtrCheema) #32
- 72f4134: changed plot_edf to edf_plot (AtrCheema) #32
- faca379: removed error in best_paras method of HyperOpt (AtrCheema) #32
- aa97bff: added examples with laos data in docs (AtrCheema) #32
- 803422b: removed documentation for selfattention and attentionlstm (AtrCheema) #32
- 6764be3: added shap and lime in docs requirements (AtrCheema) #32
- 8eb410e: added prediction_distribution and feature_interaction methods (AtrCheema) #32
- b4adfb0: removed bug in reading laos data (AtrCheema) #32
- 11d1e68: removed bug in loading loas data (AtrCheema) #32
- ad2c93a: run some examples with functional API (AtrCheema) #32
- 677f99b: updated tests (AtrCheema) #32
- dcf103c: visualize class with functional api (AtrCheema) #32
- 6a08d70: do not use laos data in examples (AtrCheema) #32
- 2974645: reduce samples due to memory consuption in examples (AtrCheema) #32
- 470917d: install less packages for docs due to memory consuption (AtrCheema) #32
- bcd1143: dont sue laos data in shap and lime examples (AtrCheema) #32
- 1da08b9: removed error in examples (AtrCheema) #32
- 3c3adb2: removed bug in examples (AtrCheema) #32
- 45a0b3b: removed catboost,lgbm from experiment examples (AtrCheema) #32
- 6611c09: removed catboost from hpo examples (AtrCheema) #32
- 8581f90: removed error in sorting folders during pp of hpo results (AtrCheema) #32
- ec4651e: pin easy_mpl to 0.20.5 (AtrCheema) #32
- f2b9563: improved info plots (AtrCheema) #32
- 73c6d0c: removed error due to easy_mpl versions (AtrCheema) #32
- 8e985e5: remove training,validation and test arguments in predict (AtrCheema) #32
- 893fd06: removed bug in learner (AtrCheema) #32
- 73bae20: added pdpbox in tf.yml file (AtrCheema) #32
Files
AtrCheema/AI4Water-latest.zip
Files
(10.5 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/AtrCheema/AI4Water/tree/latest (URL)