SinaMohseni

Analysis-History-Visualization

This is a visual analytic tool to visualize and classify user interactions from text analysis history

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Awesome-XAI-Evaluation

Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems

Capturing-Knowledge-Through-User-Interaction-Logs

A Visual Analysis Tool to for Interaction Logs in Text Analysis

Cluster-Topics-heatmap-visualization

Fake-News-Detection-Interface

This is the interface and data analysis script for the DARPA XAI project - TAMU

ML-Interpretability-Evaluation-Benchmark

This is a benchmark to evaluate machine learning local explanaitons quality generated from any explainer for text and image data

Saliency-Based-Failure-prediction-for-Autonomous-Vehicle

This repository the implementation of our UDL Workshop submission at ICML 2019 https://arxiv.org/pdf/1905.07679.pdf

Topic-modeling-classification-summarization

Text document classification and summarization

Topic-Modeling-in-Text-Analysis-Tasks

This is a project to classify user actions by their data topic in a text analysis task

SinaMohseni/Awesome-XAI-Evaluation

Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems

SinaMohseni/ML-Interpretability-Evaluation-Benchmark

This is a benchmark to evaluate machine learning local explanaitons quality generated from any explainer for text and image data

SinaMohseni/Saliency-Based-Failure-prediction-for-Autonomous-Vehicle

This repository the implementation of our UDL Workshop submission at ICML 2019 https://arxiv.org/pdf/1905.07679.pdf

SinaMohseni/Fake-News-Detection-Interface

This is the interface and data analysis script for the DARPA XAI project - TAMU

SinaMohseni/Topic-modeling-classification-summarization

Text document classification and summarization

SinaMohseni/Topic-Modeling-in-Text-Analysis-Tasks

This is a project to classify user actions by their data topic in a text analysis task

SinaMohseni/Analysis-History-Visualization

This is a visual analytic tool to visualize and classify user interactions from text analysis history

SinaMohseni/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

SinaMohseni/Capturing-Knowledge-Through-User-Interaction-Logs

A Visual Analysis Tool to for Interaction Logs in Text Analysis

SinaMohseni/Cluster-Topics-heatmap-visualization

SinaMohseni/cocoapi

COCO API - Dataset @ http://cocodataset.org/

SinaMohseni/COVID19-Misinformation-Detection

This is a repository for COVID19 Misinformation Detection project

SinaMohseni/deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

SinaMohseni/deep-visualization-toolbox

DeepVis Toolbox

SinaMohseni/DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

SinaMohseni/Evaluating-Classification-Explanations

This is a tool to capture user feedback for text classification

SinaMohseni/EventsToUserActions

This is a code to convert/translate captured low level user interactions in text analysis provenance dataset to high level user actions

SinaMohseni/Explainable-Image-Classifier-User-Interface

This is the Intelligent User Interface class project repo [IUI Class project]

SinaMohseni/Interaction-blocks

A simple visualization design for user interactions in text analysis

SinaMohseni/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

SinaMohseni/NVAE

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

SinaMohseni/OpenNMT-Text-summarization

Text summarization with OpenNMT

SinaMohseni/personal-webpage

My Personal Webpage

SinaMohseni/Provenance-Threads

This is a visual analytic tool to visualize and explore analytic provenance data in text exploration scenarios.

SinaMohseni/UI-Healthcare-Classification

A simple user interface for interpretable classifier for information extraction from online healthcare forums

SinaMohseni/VENV-for-fakenew-project

virtual env setup for TAMU fake news detection project