External Links

Some resources used in this projects

Web Development

• SvelteKit - frontend, get started
• Flask - backend, get started
• npm Packages:
  • data visulization - d3.js
  • icons - flowbite-svelte-icons
  • format - prettier
  • CSS - tailwindcss
  • HTTP request - axios

AI/ML

• PyTorch - DL Model, source
• GPT-2 Small (hugging face) - model and docs
• Scikit-learn - t-SNE, source
• Transformer - Arena3, source
• Misc:
  • einsum operation on tensors - Einops
  • type hinting tensors - JaxTyping
  • testing - PyTest

Others

• Overleaf - report (latex), source
• Figma - UI/UX & Diagrams, source
• Draw.io - Diagrams, source
• MKDocs - documentation, source

Books

• speech and language processing
• dive into deep learning
• probabilistic machine learning