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6 changes: 6 additions & 0 deletions optimization/README.md
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Expand Up @@ -27,3 +27,9 @@ uvx marimo edit https://github.com/marimo-team/learn/blob/main/optimization/01_l

You can also open notebooks in our online playground by appending `marimo.app/`
to a notebook's URL: [marimo.app/github.com/marimo-team/learn/blob/main/optimization/01_least_squares.py](https://marimo.app/https://github.com/marimo-team/learn/blob/main/optimization/01_least_squares.py).

**Authors.**

Thanks to all our notebook authors!

* [Akshay Agrawal](https://github.com/akshayka)
2 changes: 2 additions & 0 deletions polars/01_why_polars.py
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Expand Up @@ -25,6 +25,8 @@ def _(mo):
"""
# An introduction to Polars

_By [Koushik Khan](https://github.com/koushikkhan)._

This notebook provides a birds-eye overview of [Polars](https://pola.rs/), a fast and user-friendly data manipulation library for Python, and compares it to alternatives like Pandas and PySpark.

Like Pandas and PySpark, the central data structure in Polars is **the DataFrame**, a tabular data structure consisting of named columns. For example, the next cell constructs a DataFrame that records the gender, age, and height in centimeters for a number of individuals.
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8 changes: 7 additions & 1 deletion polars/README.md
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Expand Up @@ -8,7 +8,7 @@ This collection of marimo notebooks is designed to teach you the basics of data

Any notebook with the status "🚧" needs a contributor! Please file an issue if you plan to contribute.

| Notebook | Description | Status |
| Notebook | Description | Status |
| ---------------------- | ---------------------------------------------------------------------------- | ------ |
| Why Polars | An introduction to Polars and its advantages over other Dataframe libraries. | ✅ |
| Series | Homogenous columns of data | 🚧 |
Expand All @@ -30,3 +30,9 @@ Any notebook with the status "🚧" needs a contributor! Please file an issue if
```bash
uvx marimo edit <file_url>
```

**Authors.**

Thanks to all our notebook authors!

* [Koushik Khan](https://github.com/koushikkhan)
7 changes: 7 additions & 0 deletions probability/README.md
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Expand Up @@ -20,3 +20,10 @@ uvx marimo edit https://github.com/marimo-team/learn/blob/main/probability/01_se

You can also open notebooks in our online playground by appending `marimo.app/`
to a notebook's URL: [marimo.app/https://github.com/marimo-team/learn/blob/main/probability/01_sets.py](https://marimo.app/https://github.com/marimo-team/learn/blob/main/probability/01_sets.py).


**Authors.**

Thanks to all our notebook authors!

* [Srihari Thyagarajan](https://github.com/Haleshot)
6 changes: 6 additions & 0 deletions python/README.md
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Expand Up @@ -17,3 +17,9 @@ uvx marimo edit https://github.com/marimo-team/learn/blob/main/python/001_number

You can also open notebooks in our online playground by appending `marimo.app/`
to a notebook's URL: [marimo.app/https://github.com/marimo-team/learn/blob/main/python/001_numbers.py](https://marimo.app/https://github.com/marimo-team/learn/blob/main/python/001_numbers.py).

**Authors.**

Thanks to all our notebook authors!

* [Srihari Thyagarajan](https://github.com/Haleshot)