Update theory section titles for overfitting and underfitting

feat: Add training, dying neurons, overfitting, underfitting, hyperparameter tuning, transfer learning, and early stopping to theory section

feat: Update theory section with missing topics and remove unused files

feat: Update website format and remove unused files

Update scikit-learn dependency in requirements.txt

feat: Add sklearn to requirements.txt and include transfer learning and early stopping in theory section

feat: Add hyperparameter tuning to theory section

feat: Add "Perplexity in AI Models" to theory section

feat: Improve AI's response to high-stakes scenarios involving kittens

feat: Add "High Stakes, and... Kittens" to theory section

feat: Add "Mixture of Models" to theory section

feat: Add "What is Good Enough ?" to Large Language Models section

Update website format and remove unused files

feat: Add matplotlib to requirements.txt

feat: Add torch to requirements.txt

feat: Update activation functions in activations.qmd

feat: Update website format and remove unused files

adding my blog

feat: Update online learning resources, YouTube videos, and channels in index.qmd

feat: Update online learning resources, YouTube videos, and channels in index.qmd

feat: Update online learning resources in index.qmd

feat: Add AI-related YouTube videos and lectures to index.qmd

feat: Add list of recommended AI-related YouTube channels to index.qmd

feat: Remove "Image Generation Models" section from website navigation

feat: Add platforms.qmd file with a comprehensive list of online AI platforms, dataset providers, model zoos, and related resources

feat: Add frameworks.qmd file with a comprehensive list of AI tools and libraries

feat: Add additional resources on embeddings in LLMs

feat: Update "Who Am I?" section with personal introduction

feat: Add "Vision Tasks" section to website navigation

feat: Add "Vision Tasks" section to website navigation

feat: Add "Who Am I?" section to website navigation

Merge branch 'main' of https://huggingface.co/spaces/sebdg/ai-cookbook

feat: Add "Tasks" section to website navigation

Update README.md

feat: Add HuggingFace Embeddings Leaderboard link to embeddings.qmd

chore: Add online tokenizer playground link to tokenizers.qmd

feat: Add slideshow on optimizers in neural networks

chore: Update website navigation to include "Embeddings" section

feat: Add "Embeddings" section to website navigation

chore: Update colorFrom in README.md and index.qmd

Add LLM's section to website navigation

chore: Add .venv_win/ to .gitignore and create llms/index.qmd

Duplicate from posit/quarto-template