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    129 repositories

    • rg_optimizers

      Public
      Test optimizers using the ww RG theory
      Jupyter Notebook
      •1•0•0•11•Updated Aug 30, 2026Aug 30, 2026

    • nanogpt-experiments

      Public
      NanoGPT WW PGD Experiments
      Python
      •
      MIT License
      •1•0•0•10•Updated Aug 9, 2026Aug 9, 2026

    • WW_PGD

      Public
      Jupyter Notebook
      •2•10•0•0•Updated Jul 12, 2026Jul 12, 2026

    • WeightWatcher

      Public
      The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
      Python
      •
      Apache License 2.0
      •145•1.8k•97•23•Updated May 11, 2026May 11, 2026

    • xgbwwdata

      Public
      data generators for testing xgboost2ww
      Jupyter Notebook
      •
      Other
      •0•0•0•6•Updated Apr 14, 2026Apr 14, 2026

    • xgboost2ww

      Public
      Extracts correlation matrices from XGBoost models (and data) and converts to a single layer NN for input to weightwatcher
      Jupyter Notebook
      •
      Apache License 2.0
      •2•10•0•8•Updated Mar 26, 2026Mar 26, 2026

    • WeightWatcher-Examples

      Public
      User Examples of the WeightWatcher project
      Jupyter Notebook
      •
      Apache License 2.0
      •10•11•0•0•Updated Dec 24, 2025Dec 24, 2025

    • fine-tuning-demo

      Public
      deck and notebook for fine tuning demo
      Jupyter Notebook
      •0•0•0•0•Updated Oct 27, 2025Oct 27, 2025

    • AlexNet-Experiments-Keras

      Public
      Code examples for training AlexNet using Keras and Theano
      Jupyter Notebook
      •
      MIT License
      •51•0•0•0•Updated Oct 21, 2025Oct 21, 2025

    • setol_paper

      Public
      SETOL: SemiEmpirical Theory of (Deep) Learning
      TeX
      •4•29•0•0•Updated Jul 23, 2025Jul 23, 2025

    • LLM-Finetuning-Hub

      Public
      Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
      Python
      •
      Apache License 2.0
      •107•1•0•0•Updated Oct 21, 2023Oct 21, 2023

    • grokking

      Public
      PyTorch implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"
      Python
      •6•0•0•0•Updated Aug 15, 2023Aug 15, 2023

    • ww-book

      Public
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 14, 2022Oct 14, 2022

    • powerlaw

      Public
      Jupyter Notebook
      •137•0•0•0•Updated Oct 2, 2022Oct 2, 2022

    • pyRMT-1

      Public
      Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization
      Python
      •
      MIT License
      •26•1•0•0•Updated Aug 1, 2021Aug 1, 2021

    • ww-trends-2021

      Public
      Repo to accompanying the paper: "Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data"
      Jupyter Notebook
      •2•4•0•0•Updated Mar 28, 2021Mar 28, 2021

    • ww-trends-2020

      Public
      Jupyter Notebook
      •3•18•0•0•Updated Mar 25, 2021Mar 25, 2021

    • JMLR-2021

      Public
      Code to repeat the. calculations in the weightwatcher JMLR paper from 2021
      Apache License 2.0
      •1•1•0•0•Updated Mar 16, 2021Mar 16, 2021

    • ww-phys_theory

      Public
      Notebooks for the ww phys-theory channel
      Jupyter Notebook
      •3•4•0•0•Updated Sep 8, 2020Sep 8, 2020

    • White-box-Cartoonization

      Public
      Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”
      Python
      •736•0•0•0•Updated Jun 30, 2020Jun 30, 2020

    • CKA-Centered-Kernel-Alignment

      Public
      Reproduce CKA: Similarity of Neural Network Representations Revisited
      Python
      •
      MIT License
      •33•0•0•0•Updated May 11, 2020May 11, 2020

    • cc-website

      Public
      Calculation Consulting Website Using Bootstrap Agency theme
      CSS
      •0•1•0•0•Updated Feb 2, 2020Feb 2, 2020

    • ww-colab

      Public
      colab notebooks for weightwatcher tool
      Jupyter Notebook
      •4•2•0•0•Updated Jan 25, 2020Jan 25, 2020

    • imgclsmob

      Public
      Sandbox for training convolutional networks for computer vision
      Python
      •
      MIT License
      •551•0•0•0•Updated Dec 14, 2019Dec 14, 2019

    • Apollo-11

      Public
      Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
      Assembly
      •8k•2•0•0•Updated Jul 18, 2019Jul 18, 2019

    • PredictingTestAccuracies

      Public
      Repo to accompany paper: Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks
      Jupyter Notebook
      •1•8•0•0•Updated Jun 10, 2019Jun 10, 2019

    • multihead-siamese-nets

      Public
      Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
      Jupyter Notebook
      •
      MIT License
      •42•0•0•0•Updated May 8, 2019May 8, 2019

    • gpt-2-simple

      Public
      Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
      Python
      •
      Other
      •666•0•0•0•Updated Apr 20, 2019Apr 20, 2019

    • magnitude

      Public
      A fast, efficient universal vector embedding utility package.
      Python
      •
      MIT License
      •122•2•0•0•Updated Apr 8, 2019Apr 8, 2019

    • siamese-triplet

      Public
      Siamese and triplet networks with online pair/triplet mining in PyTorch
      Python
      •629•0•0•0•Updated Feb 21, 2019Feb 21, 2019
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