Name: Sonia Joseph
Type: User
Company: ML PhD student at Mila, CS/neuro at Princeton
Bio: welcome to my zoo of ai 🦓 🤖
twitter.com/soniajoseph_
Twitter: soniajoseph_
Location: Princeton, New Jersey
Blog: soniajoseph.ai
Sonia Joseph's Projects
Audit the MIND dataset + NPA for topic diversity
Backend code for the Chrome Extension that uses GPT3 to answer questions
Repo for collecting activation intervals
exploratory analysis for clip mech interp
Collaborative representation-based classification with YALE face dataset.
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
🧠 A library of Hopfield networks 🧠
machine learning library
Flask and Vue playing happily together
Web scraper for Goodreads quotes 📚
Code for the paper "Language Models are Unsupervised Multitask Learners"
Work at the Pachitariu lab during summer 2020.
text generator
Generate lyrics 🎵 with the RapGenius API!
Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch
Find semantically similar phrases given two corpuses
utils to use word embedding like word2vec vectors in a postgres database
Empirical study on neural network pruning ✂️ and accuracy 📈 w/ PyTorch 🔦
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
a reimplementation of PWC-Net in PyTorch that matches the official Caffe version
A forked version of the original SAELens: https://github.com/jbloomAus/SAELens
website
Example project showing how to build a Spring Boot App providing a GUI with Vue.js
A class for using ML algorithms for spike prediction
Example Streamlit app that you can fork to test out share.streamlit.io