- Added Q-learning model checkpoint file (q_learning.pkl) to the checkpoints directory.
- Included training curves for Q-learning in the plots directory (Q-Learning_training_curves.png).
- Added a new checkpoint file for the SARSA algorithm at checkpoints/sarsa.pkl.
- Included training curves for the SARSA algorithm in plots/SARSA_training_curves.png.
- Introduced functions to create a Tennis environment and run matches between agents.
- Implemented a round-robin tournament format excluding random agents.
- Added win-rate matrix visualization and final ranking of agents based on performance.
- Updated imports to include necessary libraries for the new functionality.
- Created a new R script 'packages.R' to manage necessary packages for the Classification and Regression module.
- Included a list of required packages and a function to install any missing packages.
- Implemented loading of all packages and added a success message upon completion.
- Added langchain-mistralai version 1.1.1 to pyproject.toml dependencies.
- Updated uv.lock to include langchain-mistralai package details and its dependencies.
- Updated pyproject.toml to include "tiktoken>=0.12.0" in dependencies.
- Modified uv.lock to reflect the addition of tiktoken in both dependencies and requires-dist sections.
- Updated execution counts for code cells to reflect changes.
- Enhanced output formatting for matched FAQs, including clearer question and answer presentation.
- Adjusted the similarity threshold in the `match_faq` function to allow for looser matching (default set to 0.5).
- Improved documentation for the threshold parameter to clarify its usage.
- Add extraction/NA-cleaning of residuals and plots + ACF for additive and multiplicative decompositions
- Clarify why multiplicative seasonality fits AirPassengers better
- Update STL plot title
- Add ACF for the final differenced series
- Expand explanation of differencing operators and show combined differencing formula
- Updated pyproject.toml to include ipywidgets version 8.1.8.
- Modified uv.lock to add ipywidgets and its dependencies, including jupyterlab-widgets and widgetsnbextension.
- Added folium (>=0.12) and mapclassify (>=2.10.0) to pyproject.toml dependencies.
- Updated uv.lock to include new packages: branca (0.8.2), folium (0.20.0), and mapclassify (2.10.0) with their respective dependencies.
