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/fastinference
A collection of inference modules for fastai2
muellerzr/fastai2_tabular_hybrid
Developing and integrating methods for fastai2 tabular with other datatypes
muellerzr/nbdev_colab
Utilizing nbdev in Google Colaboratory
muellerzr/nbdev-extensions
Cool extensions built for the nbdev framework
muellerzr/fastinference_onnx
A fastai-free onnx implementation for fastai
muellerzr/fastinference_pytorch
A PyTorch only inference wrapper for fastai
muellerzr/minimal-accelerate
A minimal version of Accelerate
muellerzr/fastai-reimplemented
Taking (most of) the exact codebase and reimplementing it based on my own ideas of good programming and literate practices
muellerzr/presentations
My research posters I have taken to conferences
muellerzr/nbprocess-sandbox
Messing around with nbprocess
muellerzr/pytorch-benchmark
Open-source examination of torch distributed vs torch XLA vs single GPU
muellerzr/advent-of-code-2022
muellerzr/timing_experiments
muellerzr/AlphaPilot-Task-2
muellerzr/code-notes
A small library utilizing nbdev for efficient code annotation
muellerzr/keyboard-mastery
muellerzr/my-notes
Notes and shortcuts
muellerzr/nb_helpers
A set of tools to work with notebooks
muellerzr/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
muellerzr/bash-shortcuts
A repo of all my bash shortcuts
muellerzr/doc-builder
The package used to build the documentation of our Hugging Face repos
muellerzr/fastinference-nbdev2
muellerzr/github-dependents
nvuillam's github-dependents-info specific for me
muellerzr/nbdev
Create delightful python projects using Jupyter Notebooks
muellerzr/nbdev-template
muellerzr/nbprocess
Process and export Jupyter Notebooks fast (Jupyter not required)
muellerzr/nbspellcheck
A spellchecker utilizing nbdev
muellerzr/quarto-autodoc
Using Hugging Face's doc-builder to autodoc in Quarto
muellerzr/toolbox
Various tools in Stas' toolbox
muellerzr/xla
Enabling PyTorch on Google TPU