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    123 repositories

    • WeightWatcher

      Public
      The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
      Python
      •
      Apache License 2.0
      •124•1.5k•93•4•Updated Sep 11, 2024Sep 11, 2024

    • WeightWatcher-Examples

      Public
      User Examples of the WeightWatcher project
      Jupyter Notebook
      •
      Apache License 2.0
      •4•3•0•0•Updated Mar 14, 2024Mar 14, 2024

    • fine-tuning-demo

      Public
      deck and notebook for fine tuning demo
      Jupyter Notebook
      •0•0•0•0•Updated Dec 6, 2023Dec 6, 2023

    • LLM-Finetuning-Hub

      Public
      Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
      Python
      •
      Apache License 2.0
      •91•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
      •134•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
      •17•0•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•3•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
      •737•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
      •563•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
      •7k•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•9•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
      •43•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
      •676•0•0•0•Updated Apr 20, 2019Apr 20, 2019

    • magnitude

      Public
      A fast, efficient universal vector embedding utility package.
      Python
      •
      MIT License
      •120•0•0•0•Updated Apr 8, 2019Apr 8, 2019

    • siamese-triplet

      Public
      Siamese and triplet networks with online pair/triplet mining in PyTorch
      Python
      •634•0•0•0•Updated Feb 21, 2019Feb 21, 2019

    • RememberingGeneralization

      Public
      Repo to accompany the paper: Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior
      1•3•0•0•Updated Feb 4, 2019Feb 4, 2019

    • mediawiki

      Public
      MediaWiki API wrapper in python http://pymediawiki.readthedocs.io/en/latest/
      Python
      •
      MIT License
      •29•0•0•0•Updated Feb 3, 2019Feb 3, 2019

    • ImplicitSelfRegularization

      Public
      Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."
      Jupyter Notebook
      •15•42•0•0•Updated Jan 25, 2019Jan 25, 2019

    • DLGeneralization

      Public
      My project to recreate the results in "Understanding Deep Learning Requires Rethinking Generalization" and do something similar on NLP
      Jupyter Notebook
      •7•1•0•0•Updated Sep 22, 2018Sep 22, 2018

    • WhyDeepLearningWorks

      Public
      Jupyter Notebook
      •4•4•0•0•Updated Aug 27, 2018Aug 27, 2018

    • pytorch-siamese

      Public
      Siamese Network implementation using Pytorch
      Python
      •
      MIT License
      •66•0•0•0•Updated Jul 6, 2018Jul 6, 2018

    • Deep-Siamese-Networks-with-Attention

      Public
      This project explorers enhancements to traditional Siamese Architecture to achieve better accuracy by incorporating more semantic information. I have explored 3 enhancements :
      Python
      •2•0•0•0•Updated May 12, 2018May 12, 2018