jtfields
I'm an Assistant Professor at Concordia University Wisconsin and have a Masters in Applied Data Science from Syracuse University.
Concordia University WisconsinWisconsin
Pinned Repositories
IST652
Python Scripting
IST664
Natural Language Processing
IST687
Intro to Data Science
bert
TensorFlow code and pre-trained models for BERT
bertVersusAll
A project to compare Bert versus a encode-embed-attend-predict architecture for NLP Classification
bigbird-1
Transformers for Longer Sequences
Breakouts
Repository for breakout sessions
CrypTen
A framework for Privacy Preserving Machine Learning
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
iSchool
jtfields's Repositories
jtfields/IST652
Python Scripting
jtfields/IST664
Natural Language Processing
jtfields/IST687
Intro to Data Science
jtfields/bert
TensorFlow code and pre-trained models for BERT
jtfields/bertVersusAll
A project to compare Bert versus a encode-embed-attend-predict architecture for NLP Classification
jtfields/bigbird-1
Transformers for Longer Sequences
jtfields/Breakouts
Repository for breakout sessions
jtfields/CrypTen
A framework for Privacy Preserving Machine Learning
jtfields/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
jtfields/iSchool
jtfields/IST659
Data Administration Concepts & Database Management
jtfields/IST707
jtfields/IST718
jtfields/IST719
Information Visualization
jtfields/IST_718
Basic Repository for 2SU Version of IST 718
jtfields/MBC438
Data Analysis & Decision Making
jtfields/Multimodal-Toolkit-Longformer
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
jtfields/Multivariate-Time-Series-forecast-using-seq2seq-in-TensorFlow
jtfields/NLP_In_Action
Do NLP tasks with some SOTA methods
jtfields/personality-prediction
Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including, the essays dataset (Big-Five personality labelled traits)
jtfields/PySyft
Perform data science on data that remains in someone else's server
jtfields/pytorch-transformers-classification
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
jtfields/Resume
jtfields/SCM651
Business Analytics