Pinned Repositories
fastai-Experiments-and-tips
My experiments and progress within various fastai applications
fastai2-Tabular-Baselines
A few baselines with a standard tabular model
fastinference
A collection of inference modules for fastai2
minimal-trainer-zoo
Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines
nbagile
Making nbdev compatible for agile frameworks and developments
nbquarto
Small python library solely for quick Quarto extensions
Practical-Deep-Learning-For-Coders
Material for my run of Fast.AI
Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
presentations
My research posters I have taken to conferences
Walk-with-fastai-revisited
Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com
muellerzr's Repositories
muellerzr/minimal-trainer-zoo
Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines
muellerzr/Walk-with-fastai-revisited
Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com
muellerzr/fastblog
My fastai blog
muellerzr/nbquarto
Small python library solely for quick Quarto extensions
muellerzr/nbdev_colab
Utilizing nbdev in Google Colaboratory
muellerzr/nbdev-extensions
Cool extensions built for the nbdev framework
muellerzr/RAG-Experiments
My learnings (publicly) on RAG systems
muellerzr/fastinference_onnx
A fastai-free onnx implementation for fastai
muellerzr/fastinference_pytorch
A PyTorch only inference wrapper for fastai
muellerzr/dependency_checker
A lightweight pythonic way to check if a package's dependencies are out of date
muellerzr/swe-study-group
Code for the SWE study group
muellerzr/fastai
The fastai deep learning library
muellerzr/h100-performance-tests
muellerzr/pippy-device-map-playground
muellerzr/til
A repository of TIL's I've made
muellerzr/blog
My new blog
muellerzr/GaLore
muellerzr/model-sizer
A small library for checking memory usage of models on the Hub
muellerzr/MS-AMP
Microsoft Automatic Mixed Precision Library
muellerzr/muellerzr
muellerzr/dotfiles
My dotfiles
muellerzr/fastinference-nbdev2
muellerzr/gsm8k-ScRel
Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
muellerzr/muellerzr.github.io
Blog
muellerzr/quarto-autodoc
Using Hugging Face's doc-builder to autodoc in Quarto
muellerzr/quarto-cli
Open-source scientific and technical publishing system built on Pandoc.
muellerzr/secondary-blog
Secondary blog until I'm ready to move this over to the real one
muellerzr/skorch
A scikit-learn compatible neural network library that wraps PyTorch
muellerzr/test
For things
muellerzr/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.