marklekina

basics

📚 Learn ML with clean code, simplified math and illustrative visuals.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

diagrams

:art: Diagram as Code for prototyping cloud system architectures

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

CleanArchitecture

Clean Architecture Solution Template for ASP.NET Core

ulogme

Automatically collect and visualize usage statistics in Ubuntu/OSX environments.

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

clean-architecture

The ultimate clean architecture template for .NET applications 💪

docker-postgresql-multiple-databases

Using multiple databases with the official PostgreSQL Docker image

Unity-WebGL-SignalR

Plugin for using Core SignalR in Unity WebGL

system-design-resources

These are the best resources for System Design on the Internet

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

MLOps

MLOps examples

opendrop

An open Apple AirDrop implementation written in Python

rides

A full-stack simulation of a ridesharing app

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

error-or

A simple, fluent discriminated union of an error or a result.

explainshell

match command-line arguments to their help text

OpenAI-API-dotnet

An unofficial C#/.NET SDK for accessing the OpenAI GPT-3 API

data-engineer-roadmap

Roadmap to becoming a data engineer in 2021

layup-list

Dartmouth Course Reviews, Rankings, and Recommendations

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

youtube-tutorials

Companion code for tutorials on the AssemblyAI YouTube channel

buber-breakfast

A REST API which supports Creating, Reading, Updating and Deleting breakfasts

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

dev-environment-files

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

.NET-Backend-Developer-Roadmap

Roadmap for a .NET Backend Developer working with Microservices

AspNetCore-Developer-Roadmap

Roadmap to becoming an ASP.NET Core developer in 2024