2020- [ Train your model] ( https://gretel-synthetics.readthedocs.io/en/stable/api/train.html )
2121- [ Generate synthetic records] ( https://gretel-synthetics.readthedocs.io/en/stable/api/generate.html )
2222
23- ## Try it out now!
23+ ## Try it out now
2424
2525If you want to quickly discover gretel-synthetics, simply click the button below and follow the tutorials!
2626
@@ -37,14 +37,14 @@ This section will guide you through installation of `gretel-synthetics` and depe
3737By default, we do not install certain core requirements, the following dependencies should be installed _ external to the installation_
3838of ` gretel-synthetics ` , depending on which model(s) you plan to use.
3939
40- - Tensorflow: Used by the LSTM model, we recommend version 2.11 .x
40+ - Tensorflow: Used by the LSTM model, we recommend version 2.12 .x
4141- Torch: Used by Timeseries DGAN and ACTGAN (for ACTGAN, Torch is installed by SDV), we recommend version 2.0
4242- SDV (Synthetic Data Vault): Used by ACTGAN, we recommend version 0.17.x
4343
4444These dependencies can be installed by doing the following:
4545
4646```
47- pip install tensorflow==2.11 # for LSTM
47+ pip install tensorflow==2.12.1 # for LSTM
4848pip install sdv<0.18 # for ACTGAN
4949pip install torch==2.0 # for Timeseries DGAN
5050```
@@ -64,8 +64,8 @@ pip install gretel-synthetics
6464_ then..._
6565
6666```
67- $ pip install jupyter
68- $ jupyter notebook
67+ pip install jupyter
68+ jupyter notebook
6969```
7070
7171When the UI launches in your browser, navigate to ` examples/synthetic_records.ipynb ` and get generating!
@@ -75,13 +75,13 @@ If you want to install `gretel-synthetics` locally and use a GPU (recommended):
75751 . Create a virtual environment (e.g. using ` conda ` )
7676
7777```
78- $ conda create --name tf python=3.9
78+ conda create --name tf python=3.9
7979```
8080
81812 . Activate the virtual environment
8282
8383```
84- $ conda activate tf
84+ conda activate tf
8585```
8686
87873 . Run the setup script ` ./setup-utils/setup-gretel-synthetics-tensorflow24-with-gpu.sh `
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