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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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
Translated100+ cool HTML5 templates for big data visualization dashboards; industries covered include community, property management, government affairs, transportation, finance and banking, etc. The newest, most numerous, most complete, coolest and most dazzling big data visualization templates online. Updates ongoing
- bigdataviewer
- html-template
- echarts
- bigdata
Full featured JavaScript image & video gallery. No dependencies
- gallery
- video-gallery
- image-gallery
- lightbox
Run Express and other Node.js frameworks on AWS Serverless technologies such as Lambda, API Gateway, Lambda@Edge, and more.
- aws-serverless
- serverless-applications
- serverless
- api-gateway
Emulate AWS λ and API Gateway locally when developing your Serverless project
- serverless
- aws-lambda
- aws-apigateway
An advanced barcode-scanner written in JavaScript
Seamless mapping of class names to CSS modules inside of React components.
A compiler for the Mustache templating language
The original html-minifier (2010–2019). No longer maintained; succeeded by HTML Minifier Next.
Not the usual clone that you can find on the web.
- react
- react-hooks
- react-hooks-form
- redux
Resources, links, projects, and ideas for gardeners tending their digital notes on the public interwebs
- digital-garden
- digital-gardening
- second-brain
- zettelkasten
A meta-JavaScript adventure game by Alex Nisnevich and Greg Shuflin.
Everything you wish the HTML <select> element could do, wrapped up into a lightweight, extensible Vue component.
- vue-component
- vue-select
- vue
- select
A full-featured, open-source content management framework built with Node.js that empowers organizations by combining in-context editing and headless architecture in a full-stack JS environment.
sync gas code to github
- github-enterprise
- gas
- gas-editor
- diff-dialog
An agentic extractor for messaging platforms. Noria receives messages & URLs via chat; scrapes web data to evaluate the content against custom scoring matrices (e.g., jobs, scholarships); and sends a structured summary with a calculated match score directly to the assigned messenger number.
- ai-agent
- automation
- data-extraction
- event-driven-architecture
A Javascript library for working with Audio. It provides a consistent API for loading and playing audio on different browsers and devices. Currently supports WebAudio, HTML5 Audio, Cordova / PhoneGap, and a Flash fallback.
A curated list of Game Boy development resources such as tools, docs, emulators, related projects and open-source ROMs.
- gameboy
- gameboy-emulator
- documentation
- retrogaming
A Javascript library for working with native objects.
- javascript
- sugar
- native-objects
- polyfill
Smarter YAML front matter parser, used by metalsmith, Gatsby, Netlify, Assemble, mapbox-gl, phenomic, vuejs vitepress, TinaCMS, Shopify Polaris, Ant Design, Astro, hashicorp, garden, slidev, saber, sourcegraph, and many others. Simple to use, and battle tested. Parses YAML by default but can also parse JSON Front Matter, Coffee Front Matter, TOML Front Matter, and has support for custom parsers. Please follow gray-matter's author: https://github.com/jonschlinkert
- yaml
- front-matter
- matter
- javascript
Vue 3 compatible drag-and-drop component based on Sortable.js
P4wnP1 A.L.O.A. by MaMe82 is a framework which turns a Rapsberry Pi Zero W into a flexible, low-cost platform for pentesting, red teaming and physical engagements ... or into "A Little Offensive Appliance".
😎 swag opportunities for developers
- swag
- stickers
- awesome
- awesome-list