soniajoseph
welcome to my zoo of ai 🦓 🤖 twitter.com/soniajoseph_
ML PhD student at Mila, CS/neuro at PrincetonPrinceton, New Jersey
Pinned Repositories
receptivefield-explorer
GUI to compute and explore receptive fields, primarily from calcium imaging recordings
auditing-npa
Audit the MIND dataset + NPA for topic diversity
CLIP_AUDIT
Repo for collecting activation intervals
Collaborative-Representation-Based-Classification
Collaborative representation-based classification with YALE face dataset.
Emergence
🧠 A library of Hopfield networks 🧠
goodreads-quotes
Web scraper for Goodreads quotes 📚
MarkovLyric2
Generate lyrics 🎵 with the RapGenius API!
phrase-similarity
Find semantically similar phrases given two corpuses
Pruning
Empirical study on neural network pruning ✂️ and accuracy 📈 w/ PyTorch 🔦
ViT-Prisma
ViT Prisma is a mechanistic interpretability library for Vision Transformers (ViTs).
soniajoseph's Repositories
soniajoseph/ViT-Prisma
ViT Prisma is a mechanistic interpretability library for Vision Transformers (ViTs).
soniajoseph/goodreads-quotes
Web scraper for Goodreads quotes 📚
soniajoseph/Emergence
🧠 A library of Hopfield networks 🧠
soniajoseph/Collaborative-Representation-Based-Classification
Collaborative representation-based classification with YALE face dataset.
soniajoseph/MarkovLyric2
Generate lyrics 🎵 with the RapGenius API!
soniajoseph/CLIP_AUDIT
Repo for collecting activation intervals
soniajoseph/phrase-similarity
Find semantically similar phrases given two corpuses
soniajoseph/Pruning
Empirical study on neural network pruning ✂️ and accuracy 📈 w/ PyTorch 🔦
soniajoseph/auditing-npa
Audit the MIND dataset + NPA for topic diversity
soniajoseph/clevergirl-backend
Backend code for the Chrome Extension that uses GPT3 to answer questions
soniajoseph/datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
soniajoseph/ExcaliburML
machine learning library
soniajoseph/clip_investigation
exploratory analysis for clip mech interp
soniajoseph/gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
soniajoseph/janelia2020
Work at the Pachitariu lab during summer 2020.
soniajoseph/MarkovLyric
text generator
soniajoseph/notebooks
soniajoseph/phenaki-pytorch
Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch
soniajoseph/postgres-word2vec
utils to use word embedding like word2vec vectors in a postgres database
soniajoseph/prisma-development
soniajoseph/PWC-Net
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
soniajoseph/pythia
soniajoseph/pytorch-pwc
a reimplementation of PWC-Net in PyTorch that matches the official Caffe version
soniajoseph/saelens
A forked version of the original SAELens: https://github.com/jbloomAus/SAELens
soniajoseph/soniajoseph.github.io
website
soniajoseph/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
soniajoseph/tfoptflow
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
soniajoseph/usr2vec
Learning User Representations
soniajoseph/Video-Pre-Training
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
soniajoseph/vit-phase-transition-experiments
testing repo! experimental. proceed at your own risk.