Refresh notebook and rename package (#4)

Co-authored-by: alexioannides <[email protected]>

Author: AlexIoannides

README.md

@@ -1,6 +1,6 @@
 # Regression using LLMs
 
-The llm_regression package demonstrates how LLMs can be used to solve classical regression problems, and exposes these capabilities for you to experiment with. Example:
+The llm-regression package demonstrates how LLMs can be used to solve classical regression problems, and exposes these capabilities for you to experiment with. Example:
 
 ```python
 from llm_regression import OpenAiRegressor
@@ -22,7 +22,7 @@ You can install the llm_regression package, together with the dependencies requi
 
 ```text
 pip install -U pip
-pip install "llm_regression[examples] @ git+https://github.com/AlexIoannides/llm-regression.git"
+pip install "llm-regression[examples] @ git+https://github.com/AlexIoannides/llm-regression.git"
 ```
 
 ## Examples

examples/basic_demo.ipynb

@@ -1,7 +1,7 @@
 [project]
-name = "llm_regression"
+name = "llm-regression"
 version = "0.1.0.dev0"
-description = "The llm_regression Python package."
+description = "The llm-regression Python package."
 readme = "README.md"
 authors = [
   { name="Alex Ioannides", email="[email protected]" },