jstremme Goto Github PK

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.

bitcoin-price-app

Check daily bitcoin price

classifier-recall-over-time

Depicts model recall m months into the future

clinirc

Code for the paper "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset" (ACL 2020)

clustering

csed516-research

Distributed Gradient Descent for Logistic Regression in Spark from Scratch

data511-project

Final project for HCDE 511 at University of Washington

data512-research

Repository for DATA512 Human-Centered Data Science at University of Washington

data514-flight-booking

Code for flight booking application project

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-poetry

Repository for poetry generation with deep neural networks.

do-we-still-need-clinical-lms

doctorai

Repository for Doctor AI project

emrqa

Code for the emrQA question answering dataset

fairscale

PyTorch extensions for high performance and large scale training.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

geoquiz

gettingandcleaningdata

Repo for data science specialization course

hello-world

My first repository on Github

hierarchical-explanation-neural-sequence-models

Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.

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.

monty-hall

Repository for [Monty Hall problem](https://en.wikipedia.org/wiki/Monty_Hall_problem) simulation script

nlp4psychotherapy

Code to analyze psychotherapy sessions

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

paper-producer

Produces new papers from old papers

pseudo-rng

seafood-homer

Blog for mellowed regurgitations of my environment.

surveil

Surveillance and notification system for Raspberry Pi

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

trex-cv-experiments

Contains code and instructions for Levin lab motion analysis with the trex computer vision tool