mltlachac Goto Github PK

autoencoders-and-gans

Explore how autoencoders work and how to use them for dimensionality reduction, feature extraction, unsupervised pretraining or as generative models. Then, understand adversial training and build a simple GAN to generate fake images.

bertweet

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

ccis2018

Materials for paper titled 'Predictive Modeling of Emerging Antibiotic Resistance Trends'

cseqgan

Code for cSeqGAN

ctgan

Conditional GAN for generating synthetic tabular data.

cwavegan

Conditional WaveGAN: Generating audio samples conditioned on class labels

depression-tweets-2019-to-2020

Deep Tweet "Depression"

deprest-cat

Dataset consisting of call and text logs labeled with mental illness screening surveys scores

embc2020

Materials for papers titled 'Depression Screening from Text Message Reply Latency' and 'Anomalous Antimicrobial Susceptibility Trend Identification'

embc2023

Materials for paper titled "Mobile Communication Log Time Series to Detect Depressive Symptoms"

empath-client

analyze text with empath

emu

Materials for EMU

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gan_tensorflow

Automatic feature engineering using Generative Adversarial Networks using TensorFlow.

healthinf2018

Materials for paper titled 'Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data'

ieebhi2019

See repository IEEEBHI2019

ieeebhi2018

Materials for paper titled 'CASSIA: An Assistant For Identifying Clinically and Statistically Significant Decreases in Antimicrobial Susceptibility'

ieeebhi2019

Materials for paper titled 'You're Making Me Depressed: Leveraging Text From Contact Subsets to Predict Depression'

ieeebhi2021

Materials for papers titled 'Mobile Depression Screening with Time Series of Text Logs and Call Logs' and 'Screening for Suicidal Ideation with Text Messages'

ieeejbhi2020

Materials for paper titled 'Screening for Depression with Retrospectively Harvested Private versus Public Text'

jmm2016

Materials for JMM poster titled "Statistical Analysis of Crime in Eau Claire, WI"

lexicalcategories

Materials for paper titled "Automated Construction of Lexicons to Improve Depression Screening with Text Messages"

mltlachac.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

polyglot-with-instructions-for-windows

Multilingual text (NLP) processing toolkit

practice

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

relgan

Modified Version of RelGAN

sloth

Materials for paper

stereotypethreat

Materials for paper titled "Impact Assessment of Stereotype Threat on Mobile Depression Screening using Bayesian Estimation"

studentsadd

Code accompanying the studentSADD dataset