Jupyter Notebooks
5 Interactive Notebooks
Hands-on Python notebooks for every major topic. Each notebook contains executable code, explanatory markdown, and exercises to reinforce learning. Download and run locally in Jupyter Lab or upload to Google Colab for cloud execution.
Getting Started:
Install requirements: pip install torch numpy matplotlib seaborn jupyter. Or use Google Colab for zero-setup cloud execution.
All Notebooks
Notebook: Shakespeare Sonnet Generator
Foundations_and_Statistical_Language_Models
Notebook: N-Grams notebook und Alice in Wonderland Generator
Foundations_and_Statistical_Language_Models
Embeddings Intro - Jupyter Notebook
Beginner
Embeddings - Exercises
Interactive 3D visualization of word embeddings with t-SNE and PCA
Python
Plotly
3D Viz
Notebook: statistical analysis
Predicting the next sentence - Sequence to Sequence