fix: Fix data preprocessing and dragan performance prints #105
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* feat(synth): Change synthesizers input - Add Model and Train parameters as namedTuples. * feat(examples): Change examples inputs to match changes. * feat: Change CGAN and WGAN examples. * feat: Changing GAN parameters. * feat: Chaing DRAGAN inputs and example file. * feat(synth): Change learning rate inputs. * feat: Introduce the concept of epochs. * fix: Adding stock data dataset. * feat: Adding test datasets.
* removing unused argument in build methods * Fixed supervisor loss temporal alignment * temporal allignment fix, path fix on example * path fix on example ipynb
* minor changes on quick start and project resources * add contributing guidelines * add support and licensing info
* fix: fix issue with model name * fix: remove model name from BaseModel class
* fix repeated label in discriminator * fixed workbook + model train, reverted define gan * add coments * add comments 2 * removed unnecessary splice
…90) * feat(regular): Add new GAN - DRAGAN * feat(regular): Add DRAGAN train step and example. * feat(regular): Add new Cramer GAN * allign changes * refactor cramergan implementation * unify gradient_clip funcs * delete optimizers before save/fix codacy warnings * fix new codacy messages Co-authored-by: fabclmnt <fabiana.clemente@ydata.ai>
* standardize transformations method, fix example * standardize transformations method, fix example * fix typo in example from previous commit * standardize transformations behavior * add inverter and test inverter methods * fix script, add examples * bumped sklearn requirement, fixed last example * rename, clean imports, clean main * remainder cols logic for inverse * Preserves column order * removed unnecessary variable
# Conflicts: # examples/regular/cgan_example.py # examples/regular/gan_example.ipynb # src/ydata_synthetic/synthesizers/gan.py # src/ydata_synthetic/synthesizers/regular/cgan/model.py # src/ydata_synthetic/synthesizers/regular/dragan/model.py # src/ydata_synthetic/synthesizers/timeseries/timegan/model.py
fabclmnt
changed the title
jfsantos-ds
approved these changes
Oct 28, 2021
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