In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Repository Index
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A reference client implementation for the playback of MPEG DASH via Javascript and compliant browsers.
- javascript
- dash
- drm
- cmaf
Integrated online shop based on Laravel and the Aimeos e-commerce framework for ultra-fast online shops, scalable marketplaces, complex B2B applications and #gigacommerce
- aimeos
- laravel
- shop
- e-commerce
🎈 Simple reactive notebooks for Julia
- julia
- reactive
- notebook
- interactive
A native implementation of TLS in Javascript and tools to write crypto-based and network-heavy webapps
- crypto
- cryptography
- x509
- message-digest
An enhanced HTML 5 file input for Bootstrap 5.x/4.x./3.x with file preview, multiple selection, and more features.
- javascript
- ajax-upload
- bootstrap-fileinput
- jquery
A simple library for uni-directional dataflow application architecture with React extensions inspired by Flux
Simple data persistence for your Electron app or module - Save and load user preferences, app state, cache, etc
- storage
- user-preferences
- config
- preferences
Simple and clean SVG icon pack with the code to support Rails, Sprockets, Node.js, Gulp, Grunt and CDN
- evil-icons
- svg-icons
- ruby
- javascript
A place for creators and users of password managers to collaborate on resources to make password management better.
A streaming approach to JSON. Oboe.js speeds up web applications by providing parsed objects before the response completes.
Interactive Destiny Matrix (Soul Blueprint) live reading dashboard and popup Script Board with real-time screen sync, couples compatibility, and age timeline overlays.
- astrology
- compatibility
- destiny-matrix
- numerology
A simple development http server with live reload capability.
Web typography at its finest: font-size and line-height based on element width.
Example Firefox add-ons created using the WebExtensions API
- webextensions
- webextensions-apis
- mdn
- browser
Simple pub/sub messaging for the web
Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.
Webfont loading. Simple, small, and efficient.
- webfonts
- fontfaceobserver
- font-loading
- web-fonts
Simple, beautiful wysiwyg editor
A simple, fast, robust job/task queue for Node.js, backed by Redis.
- redis-queue
- job-queue
- worker-queue
- job-scheduler
A sleek, privacy-focused browser extension that brings a native dark mode experience to online documents. Built with clean UI/UX principles for Chromium and Opera browsers to reduce eye strain and improve readability.
- browser-extension
- chrome-extension
- dark-mode
- edge-extension
All your computers and your phone/iPhone, working as one desk. Screens, apps, files, clipboard, calls, texts, notifications, mouse and keyboard, shared between Mac, Windows, Linux , Android, Web and ios / ipados . Free and open source. No account, no cloud, and no shared network needed.
:musical_keyboard: Making life easy to create a MIDI-app on the web. Includes a library to program synesthesia into your app for memory recognition or for creating trippy effects. Convert soundfonts for Guitar, Bass, Drums, ect. into code that can be read by the browser. Supports multiple simultaneous instruments and perfect timing.
Sample apps for Electron
- electron
- javascript
- electron-api