1-day longest streak
Hi, I'm Lorenz 👋 I am passionate about computer vision, deep learning and software design. Without a particular order, things I am interested in: computer vision, software, martial arts, API…
Hi, I'm Lorenz 👋
I am passionate about computer vision, deep learning and software design.
Without a particular order, things I am interested in: computer vision, software, martial arts, API design, Neapolitan pizza, procedural generation, pen & paper, developer experience, technical writing, reading, pose estimation and more that I might find the time to add later 😅.
If you want to reach out, feel free to message me on my Twitter, @holylorenzo!
Here on GitHub, I mainly work on better tooling for deep learning in Julia. To do this, I've authored several Julia libraries, including:
- FastAI.jl, a high-level interface for complete deep learning projects (approved by fastai creators) (see the announcement post),
- FluxTraining.jl, an extensible training loop with best practices,
- DataLoaders.jl, an efficient, parallel data loader for larger-than-memory datasets
- DataAugmentation.jl: high-performance, composable data augmentations for 2D and 3D spatial data like images, segmentation masks, and keypoints
- Pollen.jl, a documentation system to build beautiful documentation pages for your libraries (see this example page)
I'm also a member of the FluxML organization. If you're interested in contributing, come say hi on the Zulip channel or on the biweekly ML ecosystem call (find the link here).
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FastAI.jl ★ PINNED ⑂
fastai-inspired deep learning in Julia
Julia ★ 2 5y agoExplain → -
DataLoaders.jl ★ PINNED
A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.
Julia ★ 78 3y agoExplain → -
Pollen.jl ★ PINNED
Format-independent document generation tool built for interactive work
Julia ★ 76 3y agoExplain → -
Invariants.jl
Julia package for creating composable invariants with helpful error messages
Julia ★ 25 3y agoExplain → -
PyTorchTraining.jl
Prototype for using PyTorch models in FluxTraining.jl
Julia ★ 10 4y agoExplain → -
pollenjl-frontend
The Svelte frontend for Pollen.jl
Svelte ★ 6 3y agoExplain → -
DLPipelines.jl
Interfaces for deep learning data pipelines.
Julia ★ 6 4y agoExplain → -
FeatureRegistries.jl
Registries for package feature for easy discovery.
Julia ★ 5 3y agoExplain → -
DLDatasets.jl ▣
Quickly load datasets for deep learning.
Julia ★ 4 4y agoExplain → -
PyNNTraining.jl
Use FluxTraining.jl to train neural networks in Python frameworks
Julia ★ 3 3y agoExplain → -
sudoku-scanner
A scanner that detects, recognizes and solves sudoku puzzles from real-life pictures using a pipeline of classical Computer Vision algorithms.
Python ★ 3 8y agoExplain → -
FluxModels.jl
Some useful model definitions from recent papers, mostly for computer vision.
Julia ★ 3 4y agoExplain → -
InvariantsCore.jl
Core package for Invariants.jl
Julia ★ 2 3y agoExplain → -
DeepLearningInJulia
Tutorials for deep learning in Julia
Julia ★ 2 4y agoExplain → -
TestTUI.jl
A little TUI that continuously runs tests for your in-development packages.
Julia ★ 2 5y agoExplain → -
dbopendata8
Project from DB OpenData Hackathon 12/16/17
Jupyter Notebook ★ 2 8y agoExplain → -
FastTimm.jl
No description.
Julia ★ 1 3y agoExplain → -
PollenExample.jl
No description.
Julia ★ 1 4y agoExplain → -
lambda-packager
Uses the amazonlinux Docker image to build Python packages for AWS Lambda
Shell ★ 1 8y agoExplain → -
fu-enrollments
No description.
Python ★ 1 7y agoExplain → -
softwareproject-codingixd
No description.
JavaScript ★ 1 6y agoExplain → -
ModelUtils.jl
Utilities for working with Flux models. Initialization, hooks, iteration, visualization and more...
Julia ★ 1 6y agoExplain → -
VisionDatasets.jl
Download and load common computer vision datasets for different tasks
Julia ★ 1 5y agoExplain → -
publish-theme
A theme for Publish.jl
JavaScript ★ 1 5y agoExplain → -
datastar-attrs
Pythonic helpers for creating Datastar HTML attributes. Zero dependencies and typed.
Python ★ 0 9mo agoExplain → -
LiveServer.jl ⑂
Simple development server with live-reload capability for Julia.
Julia ★ 0 5y agoExplain → -
baml ⑂
BAML is a language that helps you get structured data from LLMs, with the best DX possible. Check out the promptfiddle.com playground
★ 0 1y agoExplain → -
MMPose.jl
No description.
Julia ★ 0 3y agoExplain → -
ModuleInfo.jl
No description.
Julia ★ 0 3y agoExplain → -
Gumbo.jl ⑂
Julia wrapper around Google's gumbo C library for parsing HTML
Julia ★ 0 4y agoExplain → -
SciMLDocs
Prototype for SciML documentation using Pollen.jl
Julia ★ 0 4y agoExplain → -
lorenzoh.github.io
No description.
Julia ★ 0 4y agoExplain → -
ImageShow.jl ⑂
Inline graphical display of images in Julia graphical environments
Julia ★ 0 4y agoExplain → -
lorenzoh
No description.
★ 0 4y agoExplain → -
MLUtils.jl ⑂
Utilities and abstractions for Machine Learning tasks
Julia ★ 0 3y agoExplain → -
pollenjl-actions
GitHub actions for Pollen.jl
Julia ★ 0 4y agoExplain → -
DataBlockStorage.jl
No description.
Julia ★ 0 4y agoExplain → -
fastai-vae-demo ⑂
No description.
★ 0 4y agoExplain → -
General ⑂
The official registry of general Julia packages
Julia ★ 0 4y agoExplain → -
MedicalTutorials.jl ⑂
No description.
★ 0 5y agoExplain → -
MLDatasets.jl ⑂
Utility package for accessing common Machine Learning datasets in Julia
Julia ★ 0 5y agoExplain → -
Publish.jl ⑂
A universal document authoring package for Julia.
Julia ★ 0 5y agoExplain → -
Flux.jl ⑂
Relax! Flux is the ML library that doesn't make you tensor
★ 0 5y agoExplain → -
ML-Coordination-Tracker ⑂
No description.
★ 0 5y agoExplain → -
catkin_ws_nilo ⑂
No description.
CMake ★ 0 6y agoExplain →
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