Mini-Tools

• Single Transferable Vote Counter
  Requires .xlsx file with voter preferences where first column is ignored. Choose number of seats to count
• New NEA Weather Dashboard V2
• Tabletop Game Dice Roller
  Choose type of dice and number of dice to roll
• Convert YouTube Shorts
  Turns a Shorts URL into a URL that displays a regular YouTube video
• Password Generator
  IM8 Compliant with 2 characters from each of the 4 categories of characters
  Uses cryptographically secure random number generator
• Currency Converter (Live Rates)
• Graph Plotter
  Use .csv file with headers 'X' and 'Y' for each axis
• Image Resizer
• NEA Weather Forecast and PSI (NEA API Call)
• QR Code Generator
  Use Go.Gov for official work
• Student Groups Generator

Python Scripts

• Markdown to DOCX Converter
  Copy and paste directly or convert from a .md file.
• YouTube Transcript Extractor
  Extracts transcripts from YouTube videos.
• Pseudollama transformer neural network
  Work in Progress. PyTorch. Based on Meta's Llama paper. SwiGLU activation. Rotated positional encoding. AdamW optimiser.
• PyTorch visual recognition neural network
  Training and testing a multi-class classification visual recognition neural network using PyTorch and the CIFAR-10 dataset
• TensorFlow visual recognition neural network
  Multi-class classification. CIFAR-10 dataset. Adam optimiser.
• Self-Attention Mechanism in Transformers
  Work in Progress. PyTorch. Sinusoidal positional encoding.
• Graph Plotter
• OpenAI Chatbot
  (Requires your own OpenAI API key)
• Dall-E Image Generator
  (Requires your own OpenAI API key)
• Salt generation and password hashing
  Complies with IM8 using NIST secure RNG and PBKDF2 password hashing algorithm and requires a minimum of 12 characters.
  Includes Regex implementation for valid email ID format checking