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/fastai-Experiments-and-tips
My experiments and progress within various fastai applications
muellerzr/Practical-Deep-Learning-For-Coders
Material for my run of Fast.AI
muellerzr/fastai2-Tabular-Baselines
A few baselines with a standard tabular model
muellerzr/ClassConfusion
A useful tool for visualizing and analyzing where our models weaknesses are
muellerzr/BaysianOptimizationFastAI
Using the Baysian Optimization Library within Fast.AI Working notebook
muellerzr/fastai_nts_net
Here I have a repository where I implemented NTS-Net into fastai v1
muellerzr/Fast.AI-Summer-Curriculum
My Fast.AI Summer Curriculum
muellerzr/ML_Useful_Functions
A collection of useful functions I have used in my Fast.AI research
muellerzr/A-Neural-Network-Model-to-Identify-Relative-Movements-from-Wearable-Devices-Source
Source code for "A Neural Network Model to Identify Relative Movements from Wearable Devices"
muellerzr/fastai-Gaussian-Points
muellerzr/HPMA-115S0-Raspberry-Pi
This is a repository for using HPMA-115S0 sensors on a Raspberry Pi
muellerzr/AirQuality-project-2018_2019-F.I.R-and-Geotab-GmbH
Repository created to host any SW development activities around the Air Quality project between F.i.R Aachen and Geotab GmbH
muellerzr/CAG_UDA
(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation
muellerzr/CodeFest_2019
muellerzr/course-v4
Pre-release of v4 of course.fast.ai
muellerzr/deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
muellerzr/Deep-Learning-From-the-Foundations-Notes
Foundations Notes
muellerzr/fastai-docs
Documentation for fastai
muellerzr/fastai-v3-Render
Starter app for fastai v3 model deployment on Render
muellerzr/fastai_dev-1
development of the next version of fastai
muellerzr/fastapi-starter-kit
FAST API Starter Kit
muellerzr/fastbook
Draft of the fastai book
muellerzr/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
muellerzr/mish
Mish Deep Learning Activation Function for PyTorch / FastAI
muellerzr/Python-HPM-Sensor-Data
muellerzr/pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
muellerzr/Ranger-Mish-ImageWoof-5
Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs
muellerzr/rapidsai-csp-utils
muellerzr/simpleWeightTracker
A simple weight tracking web-app. Made using HTML, CSS, Javascript only
muellerzr/starlette-mvc
MVC barebones template for Starlette (ASGI) based web projects.