Joel Stremmel's repositories
deep-poetry
Repository for poetry generation with deep neural networks.
trex-cv-experiments
Contains code and instructions for Levin lab motion analysis with the trex computer vision tool
DATA512-Research
Repository for DATA512 Human-Centered Data Science at University of Washington
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
monty-hall
Repository for [Monty Hall problem](https://en.wikipedia.org/wiki/Monty_Hall_problem) simulation script
paper-producer
Produces new papers from old papers
CSED516-Research
Distributed Gradient Descent for Logistic Regression in Spark from Scratch
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
DATA511-Project
Final project for HCDE 511 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"
doctorai
Repository for Doctor AI project
fairscale
PyTorch extensions for high performance and large scale training.
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
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.
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
seafood-homer
Blog for mellowed regurgitations of my environment.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.