Repository Index

:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

Tutorial for the Vulkan graphics and compute API

• vulkan
• tutorial
• cpp
• graphics-programming

Examples and Tutorials of Event Sourcing in .NET

• event-sourcing
• cqrs
• dotnet-core
• example

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

‼️ A complete primer on the whys and hows of todo.txt.

• todo
• todotxt
• todos

Implementing a Neural Network from Scratch

:computer: :mortar_board: Learn Git and GitHub. Try the new desktop version →

Malware samples, analysis exercises and other interesting resources.

• malware-samples
• trickbot
• pcaps
• lokibot

Cookbook for Node on FHIR and the clinical Meteor.js build pipeline. Create FDA, HIPPA, and HL7 compliant Javascript/Node applications!

A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.

• 100daysofcode
• cpp
• esp32
• esp8266

TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.

• agent
• large-language-models
• llm
• llm-learning

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

An opinionated guideline to structure & develop a Go web application/service

• go
• webapp
• webservice
• webserver

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀

• phoenix
• elixir
• elixir-lang
• beginner

🔐 Tutorial of setting up Security for your API with one way authentication with TLS/SSL and mutual authentication for a java based web server and a client with both Spring Boot. Different clients are provided such as Apache HttpClient, OkHttp, Spring RestTemplate, Spring WebFlux WebClient Jetty and Netty, the old and the new JDK HttpClient, the old and the new Jersey Client, Google HttpClient, Unirest, Retrofit, Feign, Methanol, vertx, Scala client Finagle, Featherbed, Dispatch Reboot, AsyncHttpClient, Sttp, Akka, Requests Scala, Http4s Blaze, Kotlin client Fuel, http4k, Kohttp and ktor. Also other server examples are available such as jersey with grizzly. Also gRPC, WebSocket and ElasticSearch examples are included

• tls
• truststore
• certificate
• keystore

Serverless Reference Architecture for creating a Mobile Backend

A comprehensive guide on learning how to code cross platform mobile applications with the Flutter framework, from the ground up.

• flutter
• flutter-apps
• firebase
• flutterfire

Swift Playground giving an overview over the inner workings of modern compilers

A quick introduction to exploring how components can be created in several frameworks.

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

🤯 beginners tutorial building a real time counter in Phoenix + LiveView⚡️ Learn the fundamentals from first principals so you can make something amazing! 🚀

• phoenix-liveview
• counter
• tutorial
• example

A really simple ServiceWorker example, designed to be an interactive introduction to ServiceWorker