Describe the bug
we are using the y_data synthesiser for almost 2 months to generate synthetic data. but for the last 3 days, it is not able to train "ydata-sdk Synthesizer" model. we try to train other models like gan, ctgan etc. in it which are training perfectly and can generate synthetic data from those trained models but this is not possible with ydata-sdk Synthesizer model.
To Reproduce
Steps to reproduce the behavior:
run stramlit app
click on Train a synthesizer
select csv file and numericals and categorical columns
select your model = ydata-sdk Synthesizer
provide SDK Token from YData account (showing valid, green tick)
click on "click here to start the training process"
see the error
Expected behavior
earlier there was no such error when using ydata-sdk Synthesizer model. and able to generate synthetic data easily.
Screenshots
Desktop (please complete the following information):
OS: [window]
Browser [brave, edge]
Version [window 11]
Cuda version
Additional context
library version, which i am using
Package Version
Thanks for bringing this to our attention.
While we troubleshoot the issue please use Fabric directly - easier GUI for you to use the best performing models.
Describe the bug we are using the y_data synthesiser for almost 2 months to generate synthetic data. but for the last 3 days, it is not able to train "ydata-sdk Synthesizer" model. we try to train other models like gan, ctgan etc. in it which are training perfectly and can generate synthetic data from those trained models but this is not possible with ydata-sdk Synthesizer model.
To Reproduce Steps to reproduce the behavior:
Expected behavior earlier there was no such error when using ydata-sdk Synthesizer model. and able to generate synthetic data easily.
Screenshots![image](https://github.com/ydataai/ydata-synthetic/assets/105635408/82a2db5d-3920-4068-8ca1-ff8f1c2b866d)
Desktop (please complete the following information):
Additional context library version, which i am using Package Version
absl-py 1.4.0 aiofiles 22.1.0 aiosqlite 0.18.0 altair 4.1.0 anyio 3.5.0 argon2-cffi 21.3.0 argon2-cffi-bindings 21.2.0 asttokens 2.0.5 astunparse 1.6.3 atomicwrites 1.4.1 attrs 22.1.0 Babel 2.11.0 backcall 0.2.0 beautifulsoup4 4.12.2 bleach 4.1.0 blinker 1.4 Bottleneck 1.3.5 brotlipy 0.7.0 cachetools 4.2.2 certifi 2023.5.7 cffi 1.15.1 charset-normalizer 2.0.4 click 8.0.4 cloudpickle 2.2.1 colorama 0.4.6 comm 0.1.2 contourpy 1.1.0 cryptography 39.0.1 ctgan 0.7.3 cycler 0.11.0 dacite 1.8.1 data 0.4 debugpy 1.5.1 decorator 5.1.1 defusedxml 0.7.1 dm-tree 0.1.8 dython 0.5.1 easydict 1.10 entrypoints 0.4 exceptiongroup 1.1.2 executing 0.8.3 Faker 18.11.2 fastjsonschema 2.16.2 filelock 3.12.2 flatbuffers 23.5.26 fonttools 4.40.0 funcsigs 1.0.2 gast 0.4.0 gitdb 4.0.7 GitPython 3.1.30 google-auth 2.21.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 grpcio 1.56.0 h11 0.14.0 h5py 3.9.0 htmlmin 0.1.12 httpcore 0.16.3 httpx 0.23.3 idna 3.4 ImageHash 4.3.1 importlib-metadata 6.0.0 iniconfig 2.0.0 ipykernel 6.19.2 ipython 8.12.0 ipython-genutils 0.2.0 ipywidgets 8.0.4 jedi 0.18.1 Jinja2 3.1.2 joblib 1.3.1 json5 0.9.6 jsonschema 4.17.3 jupyter 1.0.0 jupyter_client 8.1.0 jupyter-console 6.6.3 jupyter_core 5.3.0 jupyter-events 0.6.3 jupyter_server 2.5.0 jupyter_server_fileid 0.9.0 jupyter_server_terminals 0.4.4 jupyter_server_ydoc 0.8.0 jupyter-ydoc 0.2.4 jupyterlab 3.6.3 jupyterlab-pygments 0.1.2 jupyterlab_server 2.22.0 jupyterlab-widgets 3.0.5 keras 2.11.0 kiwisolver 1.4.4 libclang 16.0.0 lxml 4.9.2 Markdown 3.4.3 markdown-it-py 2.2.0 MarkupSafe 2.1.1 matplotlib 3.6.3 matplotlib-inline 0.1.6 mdurl 0.1.0 mistune 0.8.4 mkl-fft 1.3.6 mkl-random 1.2.2 mkl-service 2.4.0 mpmath 1.3.0 multimethod 1.9.1 nb-conda-kernels 2.3.1 nbclassic 0.5.5 nbclient 0.5.13 nbconvert 6.5.4 nbformat 5.7.0 nest-asyncio 1.5.6 networkx 3.1 notebook 6.5.4 notebook_shim 0.2.2 numexpr 2.8.4 numpy 1.23.5 oauthlib 3.2.2 opt-einsum 3.3.0 packaging 21.3 pandas 2.0.3 pandas-profiling 3.6.6 pandocfilters 1.5.0 parso 0.8.3 patsy 0.5.3 phik 0.12.3 pickleshare 0.7.5 Pillow 9.4.0 pip 23.1.2 platformdirs 2.5.2 pluggy 1.2.0 ply 3.11 pmlb 1.0.1.post3 prettytable 3.6.0 prometheus-client 0.14.1 prompt-toolkit 3.0.36 protobuf 3.19.6 psutil 5.9.0 pure-eval 0.2.2 py 1.11.0 pyarrow 11.0.0 pyasn1 0.5.0 pyasn1-modules 0.3.0 pycparser 2.21 pydantic 1.10.9 pydeck 0.7.1 Pygments 2.15.1 Pympler 0.9 pyOpenSSL 23.0.0 pyparsing 3.1.0 PyQt5 5.15.7 PyQt5-sip 12.11.0 pyrsistent 0.18.0 PySocks 1.7.1 pytest 6.2.5 python-dateutil 2.8.2 python-json-logger 2.0.7 pytz 2022.7 PyWavelets 1.4.1 pywin32 305.1 pywinpty 2.0.10 PyYAML 6.0 pyzmq 25.1.0 qtconsole 5.4.2 QtPy 2.2.0 rdt 1.5.0 requests 2.30.0 requests-oauthlib 1.3.1 rfc3339-validator 0.1.4 rfc3986 1.5.0 rfc3986-validator 0.1.1 rich 13.3.5 rsa 4.9 scikit-learn 1.2.2 scipy 1.10.1 seaborn 0.11.1 semver 2.13.0 Send2Trash 1.8.0 setuptools 67.8.0 sip 6.6.2 six 1.16.0 smmap 4.0.0 sniffio 1.2.0 soupsieve 2.4 stack-data 0.2.0 statsmodels 0.14.0 streamlit 1.16.0 streamlit-pandas-profiling 0.1.3 sympy 1.12 table-evaluator 1.4.2 tangled-up-in-unicode 0.2.0 tensorboard 2.11.2 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorflow 2.11.1 tensorflow-estimator 2.11.0 tensorflow-intel 2.11.1 tensorflow-io-gcs-filesystem 0.31.0 tensorflow-probability 0.19.0 termcolor 2.3.0 terminado 0.17.1 threadpoolctl 3.1.0 tinycss2 1.2.1 toml 0.10.2 tomli 2.0.1 toolz 0.12.0 torch 2.0.1 tornado 6.2 tqdm 4.65.0 traitlets 5.7.1 typeguard 2.13.3 typing_extensions 4.6.3 tzdata 2023.3 tzlocal 2.1 urllib3 1.26.16 validators 0.18.2 visions 0.7.5 watchdog 2.1.6 wcwidth 0.2.5 webencodings 0.5.1 websocket-client 0.58.0 Werkzeug 2.3.6 wheel 0.38.4 widgetsnbextension 4.0.5 win-inet-pton 1.1.0 wordcloud 1.9.2 wrapt 1.15.0 y-py 0.5.9 ydata 0.2 ydata-core 0.3.0 ydata-datascience 0.3.0 ydata-profiling 4.3.1 ydata-sdk 0.6.0 ydata-synthetic 1.2.0 ypy-websocket 0.8.2 zipp 3.11.0