Benjamin Hoover's Projects
🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with ❤️ (imho the best tmux configuration that just works)
Brilliant problem
Hopfield Networks are a powerful framework to view why machine learning is so effective. What is it about them that works so well?
Papers from the intersection of deep learning and neuroscience
Minimal library to construct Hierarchical Associative Memories (i.e., Super-powered Hopfield Networks). Research code designed to be easy to use.
Website redesign with SvelteKit
Duke-Tsinghua Machine Learning Summer School 2017
The Energy Transformer block, in JAX
Official Implementation of Energy Transformer in PyTorch for Mask Image Reconstruction
A Visual Analysis Tool to Explore Learned Representations in Transformers Models
Contains large demo files needed to statically deploy examples for exBERT (https://github.com/bhoov/exbert)
An Explorable Transformer. A lite version of exBERT
Explore the word embeddings and concepts understood by a reprogrammed neural network of a fly
A biologically inspired method to create sparse, binary word vectors
Teach an agent to play generals.io
Hierarchical Associative Memory User Experience
Official PyTorch Implementation of "The Hidden Attention of Mamba Models"
Visualization for the JUNE epidemic and intervention simulation tool
Webppl implementation of the children's dicegame LCR (https://www.dicegamedepot.com/lcr-dice-game-rules/)
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Hackathon 2018 Project for detecting faces on the raspberry pi
Create delightful python projects using Jupyter Notebooks
Template for nbdev projects
Understand the learning behavior of natural gradient descent vs SGD and other optimization methods
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)