AlexanderVNikitin/tsgm
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)
PythonApache-2.0
Issues
- 0
Implement DDPM
#51 opened by AlexanderVNikitin - 0
Implement TTS-GAN
#58 opened by AlexanderVNikitin - 0
Implement Diffusion-TS
#57 opened by AlexanderVNikitin - 0
- 0
Make a library of synthetic datasets
#53 opened by AlexanderVNikitin - 0
- 0
modify tensorflow version on M2 chip
#47 opened by uncircle - 0
Add discriminative metric
#20 opened by AlexanderVNikitin - 2
Instructions about how to install tsgm with a specific tensorflow version when you meet " No module named 'tf_keras'" or ''ImportError: `keras.optimizers.legacy` is not supported in Keras 3."
#42 opened by liyiersan - 0
Move to Keras 3.0
#40 opened by AlexanderVNikitin - 0
- 2
Docs: sentence is cut-out
#39 opened by letiziaia - 1
- 0
Implement Koopman VAEs
#35 opened by AlexanderVNikitin - 0
Implement WaveNet
#31 opened by AlexanderVNikitin - 0
Implement Sig-Wasserstein GANs
#30 opened by AlexanderVNikitin - 0
Implement PSA-GAN
#29 opened by AlexanderVNikitin - 0
Docker image for the TSGM
#27 opened by fahim-sikder - 0
Add tutorial on augmentations
#21 opened by AlexanderVNikitin - 0
Add auditing of dependencies
#26 opened by letiziaia - 0
Replace flake8 linter with ruff
#25 opened by letiziaia - 0
.fit() doesn't accept tf.data.Dataset
#16 opened by dnaligase - 0
Downloadable dataset gets overwritten
#13 opened by dnaligase - 1
How to use TSGM with GPUs
#12 opened by Diting-li - 1
Live TS data contribution
#9 opened by microprediction - 0
- 0
TimeGAN implementation
#1 opened by AlexanderVNikitin