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GitHub / ejmichaud 6 repositories
PhD student at MIT
ejmichaud/omnigrok
Grokking all the things
Language: Jupyter Notebook - Size: 4.71 MB - Last synced: 5 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ejmichaud/quanta-discovery
Exploring "quanta" of LLM capabilities and computational internals
Size: 319 KB - Last synced: 12 days ago - Pushed: 9 months ago - Stars: 0 - Forks: 3
ejmichaud/feature-circuits-clusters
Language: Python - Size: 107 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1 - Forks: 0
ejmichaud/neural-verification
MI and Formal Verification of NNs on Algorithmic tasks!
Language: Jupyter Notebook - Size: 173 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 7 - Forks: 2
ejmichaud/llm-curve-visualization
Language: Jupyter Notebook - Size: 76.1 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0
ejmichaud/quantization-model
Cleaned up code for reproducing our paper "The Quantization Model of Neural Scaling"
Language: Jupyter Notebook - Size: 3.78 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
ejmichaud/noisy-learning
Experiments for phase transition in learnability for increasing noise in parameter space of neural networks
Language: Jupyter Notebook - Size: 1.04 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
ejmichaud/the-everything-machine
Experiments for neural scaling on discrete data
Language: Jupyter Notebook - Size: 899 KB - Last synced: 12 days ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1
ejmichaud/cs182-project
Final project for CS 182 (deep learning)
Language: Jupyter Notebook - Size: 521 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
ejmichaud/visualizing-neural-scaling
Visualizing how neural scaling curves decompose
Language: Jupyter Notebook - Size: 761 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
ejmichaud/8316-final
Final project for 8.316 - data science and physics
Language: Jupyter Notebook - Size: 486 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
ejmichaud/torch-foresight
🧠:mag: Tools for characterizing and predicting the dynamics of neural nets built with PyTorch
Language: Python - Size: 726 KB - Last synced: 3 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 0
ejmichaud/grokking-squared
Language: Jupyter Notebook - Size: 4.02 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1
ejmichaud/grabby-aliens
Simulations for Robin Hanson's mathematical model of aggressive alien expansion
Language: Jupyter Notebook - Size: 176 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1
ejmichaud/precision-ml
Language: Jupyter Notebook - Size: 4.55 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 10 - Forks: 1
ejmichaud/seml Fork of TUM-DAML/seml
SEML: Slurm Experiment Management Library
Language: Python - Size: 825 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
ejmichaud/quantum-iit
Code for measuring integrated information in quantum systems (8.371 final project)
Language: Jupyter Notebook - Size: 232 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
ejmichaud/grok Fork of openai/grok
Size: 34.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
ejmichaud/chirps
Black hole gravitational wave physics with deep learning
Language: Jupyter Notebook - Size: 1.29 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
ejmichaud/mazelab Fork of zuoxingdong/mazelab
A customizable framework to create maze and gridworld environments
Language: Python - Size: 11.5 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
ejmichaud/orbital Fork of RazerM/orbital
High level orbital mechanics package.
Size: 6.09 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0
ejmichaud/grabby_aliens Fork of jonathanpaulson/grabby_aliens
Size: 5.61 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
ejmichaud/rl-baselines3-zoo Fork of DLR-RM/rl-baselines3-zoo
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Language: Python - Size: 335 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
ejmichaud/learning-from-human-preferences Fork of HumanCompatibleAI/learning-from-human-preferences
Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"
Size: 547 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0
ejmichaud/ai-experiments
Adventures in AI & ML :robot:
Language: Jupyter Notebook - Size: 34.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ejmichaud/elephant
Augment your memory from the console! :mortar_board: :muscle:
Language: Python - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 0
ejmichaud/meerkat-backend-interface
Breakthrough Listen's interface to MeerKAT :telescope: :alien:
Language: Python - Size: 221 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 3
ejmichaud/Image_Scanner
A system for scanning images for objects using a multi-layer convolutional neural network.
Language: Python - Size: 88.6 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0
ejmichaud/JavaDigitClassifier
An app that classifies hand-drawn digits. Test it on your handwriting!
Language: Java - Size: 4.07 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0