ydata-synthetic
Synthetic data generators for tabular and time-series data
MIT License
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ydata-synthetic
- 0.1.0
Published by azory-ydata over 3 years ago
0.1.0 (2021-01-29)
Bug Fixes
- base: Save and load methods (5a5e342)
- datasets: Breast_cancer and adult dataset processing logic. (18b70aa)
- gan: Example notebook visualization. (1d84e2a)
- gan: Example visualization correction (f64d185)
- gans: Load and save model fix. (50f8d36)
- save: Making keras pickable. (99773dc)
- setup: Add changes to the setup (343eeea)
- synth: Fix load function. (64a6f6f)
- timeseries: Requirements.txt (70b086e)
- timeseries: Sampling method corrected (ac6ff37)
- VanillaGAN: Add VanillaGAN again to the repo. (8d8eab3)
- wgan: Gradients solved (41fcb1d)
- Add weight clipping (c82b9b5)
- betas (074cc2d)
- changing init (45f9fd0)
- Example update (9960f95)
- imports (7787def)
- Init file. (eb2c1fb)
- Tensorflow requirements (78b650e)
Features
- adult: Add WGANGP example with adult census dataset. (c97931d)
- cgan: Add Conditional GAN example. (4292858)
- cgan: Add Jupyter notebook conditional example. (72d9ca4)
- cgan: Jupyter Notebook conditional example. (7e7018d)
- dataset: Add adult dataset processing (ae12de2)
- dataset: Add Breast cancer dataset processing (cf2230b)
- datasets: Add cardiovascular data (cc3dc0f)
- dvc: DVC init (a1e271a)
- gan: Add GAN and CGAN code (de31e24)
- gan: Add save and load generator from a trained synthesizer (e77fc31)
- gan: Adding example Jupyter Notebook. (29e18dc)
- gan: Adding sample method (f52a06e)
- gan: Changes to example (0864c90)
- gans: Add new files to the project (55c41c7)
- gans: Example train visualization added (1a659fa)
- synth: Changes to init files. (e6cba5f)
- timegan: Add class models (53a2ab3)
- timegan: Defining the training process. (84f903c)
- timeGAN: Add embedded and supervised training. (ae8e021)
- timeseries: Add time-series stock example. (b3d6df9)
- timeseries: TimeGAN stock data example. (6f832f7)
- timeseries: TimeSeries dataset preprocessing. (6ad8132)
- ts: Add sample method. (2742168)
- ts: Evaluation added. (e7ca201)
- ts: Evaluation PCA and TSNE. (4a24c01)
- changes on wgan_gp (6248aef)
- utils: Add new utils. Improved checkpoint function. (05b370b)
- wgan: Add WGAN code. (c4a334b)
- wgan-gp: Add gradient penalty to wgan (5d37e62)
- wgan-gp: Add to init. (b5867da)
- Add setup.py file (d2f9416)
ydata-synthetic
- Let's start spreading our love with the community 🥰
Published by portellaa over 3 years ago
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Top 7.85% on Pypi.org
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