https://github.com/fandredev/ml-my-guide
my own annotations about ML/DS using pandas, matplotlib, numpy, scikit learn
https://github.com/fandredev/ml-my-guide
anaconda matplotlib numpy pandas plotly scikit-learn seaborn
Last synced: about 2 months ago
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my own annotations about ML/DS using pandas, matplotlib, numpy, scikit learn
- Host: GitHub
- URL: https://github.com/fandredev/ml-my-guide
- Owner: fandredev
- Created: 2025-03-13T01:10:46.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2026-04-23T19:34:48.000Z (2 months ago)
- Last Synced: 2026-04-23T21:27:19.933Z (2 months ago)
- Topics: anaconda, matplotlib, numpy, pandas, plotly, scikit-learn, seaborn
- Language: Jupyter Notebook
- Homepage: https://developer-felipe-andre.vercel.app/
- Size: 95.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Jupyter + ML/AI (Modern Python Setup)
## 🚀 Stack Used
### 📚 Core Tools:
- [uv](https://docs.astral.sh/uv/) - Next-generation Python package installer and resolver
- [ruff](https://docs.astral.sh/ruff/) - Extremely fast Python linter and formatter
- [pandas](https://pandas.pydata.org/docs/reference/io.html)
- [jupyter](https://jupyter.org/)
- [numpy](https://numpy.org/)
- [matplotlib](https://matplotlib.org/)
- [scikit learn](https://scikit-learn.org/stable/)
- [sql alchemy](https://www.sqlalchemy.org/)
- [plotly](https://plotly.com/python/)
- [seaborn](https://seaborn.pydata.org/)
- [faker](https://pypi.org/project/Faker/)
---
# How to Run
## 📂 Clone this repo
```bash
git clone git@github.com:fandredev/my-ml-guide.git &&
cd my-ml-guide
```
## 🔑 Environment setup
Make sure to create and/or check the `.env` using the `.env.example` file in the root directory of the project.
## 📦 Install dependencies with `uv`
This project uses `uv` for dependency management. If you don't have it installed, follow the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/).
```bash
# Install dependencies and create virtual environment
uv sync
```
## ✨ Linting and Formatting
We use `ruff` to keep the code clean and consistent.
```bash
# Run linter
uv run ruff check .
# Run formatter
uv run ruff format .
```
## 📓 Run Jupyter
```bash
uv run jupyter lab
```
---
## 📬 Contacts
- [E-mail](profissionalf.andre@gmail.com)
- [LinkedIn](https://www.linkedin.com/in/devfandre/)
- [Portfolio](https://developer-felipe-andre.vercel.app/)
- [YouTube](https://www.youtube.com/@thistate/)
## References
- [pandas exercises](https://github.com/guipsamora/pandas_exercises)