ejmichaud Goto Github PK

8316-final

Final project for 8.316 - data science and physics

ai-experiments

Adventures in AI & ML :robot:

chirps

Black hole gravitational wave physics with deep learning

cs182-project

Final project for CS 182 (deep learning)

drops-in-loss

Demos of phase transitions during NN training

elephant

Augment your memory from the console! :mortar_board: :muscle:

feature-circuits-clusters

grabby-aliens

Simulations for Robin Hanson's mathematical model of aggressive alien expansion

grabby_aliens

grok

grokking-squared

image_scanner

A system for scanning images for objects using a multi-layer convolutional neural network.

javadigitclassifier

An app that classifies hand-drawn digits. Test it on your handwriting!

learning-from-human-preferences

Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"

llm-curve-visualization

mazelab

A customizable framework to create maze and gridworld environments

meerkat-backend-interface

Breakthrough Listen's interface to MeerKAT :telescope: :alien:

neural-verification

MI and Formal Verification of NNs on Algorithmic tasks!

noisy-learning

Experiments for phase transition in learnability for increasing noise in parameter space of neural networks

orbital

High level orbital mechanics package.

precision-ml

quanta-discovery

Exploring "quanta" of LLM capabilities and computational internals

quantization-model

Cleaned up code for reproducing our paper "The Quantization Model of Neural Scaling"

quantum-iit

Code for measuring integrated information in quantum systems (8.371 final project)

rl-baselines3-zoo

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

seml

SEML: Slurm Experiment Management Library

the-everything-machine

Experiments for neural scaling on discrete data

torch-foresight

🧠:mag: Tools for characterizing and predicting the dynamics of neural nets built with PyTorch

visualizing-neural-scaling

Visualizing how neural scaling curves decompose