sattarov

deepAD

Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks - A lab we prepared for the KDD'19 Workshop on Anomaly Detection in Finance that will walk you through the detection of interpretable accounting anomalies using adversarial autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

deepAI

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

coursera-exdata

coursera-practicalML

Assigment for Practical Machine Learning course in Coursera.org

deepAI

Anomaly Detection in Transactional Data

FedTabDiff

Implementation of the paper: "FedTabDiff: Federated Learning of Diffusion Models for Synthetic Mixed-Type Tabular Data Generation"

FinAnomalyExplainer

implementation of the Denoising Autoencoder model for the paper "Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data"

FinDiff

Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"

Joulia

Applying SVM on Copulas

Kaggle-MNIST

update

sattarov/FinDiff

Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"

sattarov/FedTabDiff

Implementation of the paper: "FedTabDiff: Federated Learning of Diffusion Models for Synthetic Mixed-Type Tabular Data Generation"

sattarov/FinAnomalyExplainer

implementation of the Denoising Autoencoder model for the paper "Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data"

sattarov/coursera-exdata

sattarov/coursera-practicalML

Assigment for Practical Machine Learning course in Coursera.org

sattarov/deepAI

Anomaly Detection in Transactional Data

sattarov/Joulia

Applying SVM on Copulas

sattarov/Kaggle-MNIST

update

sattarov/Kaggle-OTTO

update

sattarov/Kaggle-Smartphone

update