Repository Index

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

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

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

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

• todo
• todotxt
• todos

Implementing a Neural Network from Scratch

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

The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the bench log. In 11 languages.

• education
• electronics
• embedded
• esp32

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

🤯 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

Simple Vulkan raytracing tutorials

A koan-style tutorial in Java for Neo4j

Vert.x Blueprint Project - A reactive todo-backend implementation using Vert.x and various persistence

• vertx
• restful-api
• asynchronous
• rxjava2

A list of general purpose tricks and techniques for saving tokens in PICO-8.

• pico-8
• optimization-methods

I love to teach dotnet concepts in a simple way with real world examples to people who aspire to to be a dotnet developer. I also help developers to refresh their memory with easy to understand analogy.

• dotnet
• csharp
• linq
• blazor

How to build an analytics agent that gets your business numbers right: metrics from your analysts' SQL, a golden set of real questions, improvement loops

Learn How to use Google Map API for Android from Basic to Advance with complete examples.

• maps
• android-app
• android-tutorial
• android-example

Swift playground using Logo-like commands

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization

A list of articles demonstrating how to do UI with ColdFusion on the back end.