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  • torch-foresight Public

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

    Python 4 MIT License Updated Jul 25, 2024

  • feature-circuits-clusters Public

    Python 1 1 Updated Apr 22, 2024

  • neural-verification Public

    MI and Formal Verification of NNs on Algorithmic tasks!

    Jupyter Notebook 11 3 Updated Mar 18, 2024

  • llm-curve-visualization Public

    Jupyter Notebook 4 MIT License Updated Jan 4, 2024

  • quantization-model Public

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

    Jupyter Notebook 5 2 MIT License Updated Oct 28, 2023

  • drops-in-loss Public

    Demos of phase transitions during NN training

    MIT License Updated Sep 19, 2023

  • quanta-discovery Public

    Exploring "quanta" of LLM capabilities and computational internals

    3 MIT License Updated Aug 11, 2023

  • visualizing-neural-scaling Public

    Visualizing how neural scaling curves decompose

    Jupyter Notebook MIT License Updated May 24, 2023

  • 8316-final Public

    Final project for 8.316 - data science and physics

    Jupyter Notebook Updated May 17, 2023

  • the-everything-machine Public

    Experiments for neural scaling on discrete data

    Jupyter Notebook 1 1 Updated Mar 27, 2023

  • precision-ml Public

    Jupyter Notebook 13 1 Updated Feb 12, 2023

  • grokking-squared Public

    Jupyter Notebook 18 3 MIT License Updated Feb 1, 2023

  • meerkat-backend-interface Public

    Breakthrough Listen's interface to MeerKAT 🔭 👽

    astronomy seti
    Python 2 4 MIT License Updated Dec 8, 2022

  • ai-experiments Public

    Adventures in AI & ML 🤖

    Jupyter Notebook Updated Nov 21, 2022

  • omnigrok Public

    Grokking all the things

    Jupyter Notebook MIT License Updated Oct 5, 2022

  • seml Public

    Forked from TUM-DAML/seml

    SEML: Slurm Experiment Management Library

    Python Other Updated Jul 9, 2022

  • quantum-iit Public

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

    Jupyter Notebook Updated May 7, 2022

  • noisy-learning Public

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

    Jupyter Notebook Updated Nov 14, 2021

  • grok Public

    Forked from openai/grok
    Python MIT License Updated Oct 21, 2021

  • chirps Public

    Black hole gravitational wave physics with deep learning

    Jupyter Notebook MIT License Updated Sep 30, 2021

  • cs182-project Public

    Final project for CS 182 (deep learning)

    Jupyter Notebook Updated May 12, 2021

  • grabby-aliens Public

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

    Jupyter Notebook 2 1 Updated Jan 1, 2021

  • grabby_aliens Public

    Forked from jonathanpaulson/grabby_aliens
    C++ Updated Jan 1, 2021

  • rl-baselines3-zoo Public

    Forked from DLR-RM/rl-baselines3-zoo

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

    Python MIT License Updated Dec 8, 2020

  • mazelab Public

    Forked from zuoxingdong/mazelab

    A customizable framework to create maze and gridworld environments

    Python Updated Dec 5, 2020

  • learning-from-human-preferences Public

    Forked from HumanCompatibleAI/learning-from-human-preferences

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

    Python MIT License Updated Jul 15, 2020

  • elephant Public

    Augment your memory from the console! 🎓 💪

    Python 4 MIT License Updated Jun 17, 2019

  • orbital Public

    Forked from RazerM/orbital

    High level orbital mechanics package.

    Python MIT License Updated Jun 10, 2019

  • Image_Scanner Public

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

    Python 1 Updated Jan 25, 2018

  • JavaDigitClassifier Public

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

    Java Updated Jul 25, 2017