Mike Polinowski's starred repositories
free-programming-books
:books: Freely available programming books
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
ohmyzsh
🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
meilisearch
A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
data-engineering-zoomcamp
Free Data Engineering course!
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome-mlops
A curated list of references for MLOps
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
AnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
hlb-CIFAR10
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.
Machine-Learning-with-R-datasets
Formatted datasets for Machine Learning With R by Brett Lantz
hivemq-mqtt-web-client
A websockets based MQTT Client for your browser.
scaling-python-with-ray
Serverless Python with Ray
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
Instar-IPCam-4Joystick
This is a C# program that uses the Silk.NET library to control a "Instar9020HD" camera (CGI) through a joystick.