Repository Index

Implementing a Neural Network from Scratch

This repository helps you learn Python and Machine Learning from scratch.

• python
• jupyter-notebook
• pandas-dataframe
• numpy

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

• pytorch-tutorial
• pytorch-implmention
• object-detection
• yolo

A TensorFlow & Deep Learning online course I taught in 2016

• deep-learning
• tensorflow
• deep-learning-tutorial
• tensorboard

Tutorials app for WatchKit

🔐 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

How to build a Match-3 game, like Candy Crush, Bejeweled, FishDom… in Flutter.

TranslatedA basic tutorial for getting started with AI Agents from zero background. It is not just a tutorial but also an Agent that can run locally: read and write files, execute commands, MCP, long-term memory, with a built-in web interface to see every step clearly. Starting from a minimal 100-line loop, each lesson adds one capability, and in the end it breaks down mainstream Agents such as Claude Code and Codex

• agent
• ai-agent
• chinese
• claude-code

TranslatedBuild GPT-2 from scratch in PyTorch, step by step

• attention
• chinese
• deep-learning
• from-scratch

small LLM inference engine from scratch, w/ 6+ hours of youtube tutorials & 85+ pages of handwritten notes included

✅ Complete beginners tutorial building a todo list from scratch in Phoenix 1.7 (latest)

• elixir
• phoenix
• tutorial
• beginner

TranslatedA tiny Transformer built from scratch in PyTorch, with an English-to-Chinese translation demo | A small Transformer implemented from scratch with PyTorch, with an English-to-Chinese translation demo, to help understand how the model works

• attention-mechanism
• deep-learning
• educational
• from-scratch

Repo to accompany the series "Build A Pet Management System With Remix, Prisma, and Postgres" https://www.youtube.com/watch?v=wqyHGQlZcws&list=PLTnRtjQN5ieYu9SdwLvzKYFVtfqySY7FT

• crud
• html
• javascript
• postgresql