Source: Nvidia DLI - Synthetic Tabular Data Generation Using Transformers [DLIT52224]
Notes: This is repo contains the lecture from Nvidia DLI (Deep Learning Institute) on Deep Learning with Tabular data. https://courses.nvidia.com/
Original Author: Emanuel Scoullos, PhD - Senior Solutions Architect & Data Scientist at NVIDIA
Modified by: Renan Monteiro Barbosa
The Data is too large to keep on the repo, must be downloaded separately.
The following notebooks are a workflow example on time-series credit card data for fraud detection.
ETL/Preprocess
0_Primer.ipynb
1_Megatron_Preprocessing.ipynb
Model Training
2_Training_Megatron.ipynb
2b_Tensorboard.ipynb
Inference
3a_Start_Inference_Server.ipynb
3b_Inference.ipynb
Evaluation
4_Evaluation.ipynb