Pinned Repositories
fl-text-models
Federated learning with text DNNs for DATA 591 at University of Washington.
CSED516-Research
Distributed Gradient Descent for Logistic Regression in Spark from Scratch
DATA512-Research
Repository for DATA512 Human-Centered Data Science at University of Washington
deep-poetry
Repository for poetry generation with deep neural networks.
l2-regularized-logistic-regression
A from-scratch (using numpy) implementation of L2 Regularized Logistic Regression (Logistic Regression with the Ridge penalty) including demo notebooks for applying the model to real data as well as a comparison with scikit-learn.
nlp4psychotherapy
Code to analyze psychotherapy sessions
surveil
Surveillance and notification system for Raspberry Pi
trex-cv-experiments
Contains code and instructions for Levin lab motion analysis with the trex computer vision tool
long-medical-document-lms
Explain and train language models that extract information from long medical documents with the Masked Sampling Procedure (MSP)
retain-keras
Reimplementation of RETAIN Recurrent Neural Network in Keras
jstremme's Repositories
jstremme/deep-poetry
Repository for poetry generation with deep neural networks.
jstremme/surveil
Surveillance and notification system for Raspberry Pi
jstremme/trex-cv-experiments
Contains code and instructions for Levin lab motion analysis with the trex computer vision tool
jstremme/DATA512-Research
Repository for DATA512 Human-Centered Data Science at University of Washington
jstremme/l2-regularized-logistic-regression
A from-scratch (using numpy) implementation of L2 Regularized Logistic Regression (Logistic Regression with the Ridge penalty) including demo notebooks for applying the model to real data as well as a comparison with scikit-learn.
jstremme/nlp4psychotherapy
Code to analyze psychotherapy sessions
jstremme/monty-hall
Repository for [Monty Hall problem](https://en.wikipedia.org/wiki/Monty_Hall_problem) simulation script
jstremme/paper-producer
Produces new papers from old papers
jstremme/CSED516-Research
Distributed Gradient Descent for Logistic Regression in Spark from Scratch
jstremme/bert_for_longer_texts
BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.
jstremme/bitcoin-price-app
Check daily bitcoin price
jstremme/classifier-recall-over-time
Depicts model recall m months into the future
jstremme/CliniRC
Code for the paper "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset" (ACL 2020)
jstremme/clustering
jstremme/DATA511-Project
Final project for HCDE 511 at University of Washington
jstremme/DATA514-Flight-Booking
Code for flight booking application project
jstremme/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
jstremme/do-we-still-need-clinical-lms
jstremme/doctorai
Repository for Doctor AI project
jstremme/emrQA
Code for the emrQA question answering dataset
jstremme/fairscale
PyTorch extensions for high performance and large scale training.
jstremme/GeoQuiz
jstremme/GettingandCleaningData
Repo for data science specialization course
jstremme/hello-world
My first repository on Github
jstremme/hierarchical-explanation-neural-sequence-models
Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
jstremme/node-weather
Node weather app from https://codeburst.io/build-a-simple-weather-app-with-node-js-in-just-16-lines-of-code-32261690901d tutorial
jstremme/pseudo-rng
jstremme/seafood-homer
Blog for mellowed regurgitations of my environment.
jstremme/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.