semvec/pypi-packages huggingface dataset:
cucll-learn 0.2.0
One-shot data exploration & cleaning toolkit
License: MIT
Requires Python: >=3.6

# CUCLL.LEARN

One-shot data exploration and cleaning for pandas DataFrames

```python
from cucll.learn import explore_data, clean_data

# Explore
explore_data(df, show_hg=True)

# Clean
cleaned_df = clean_data(df)
```

## Features
- **Smart Exploration**: Shape, dtypes, missing values, outliers, correlations
- **Battle-Tested Cleaning**: Outliers, missing values, duplicates
- **Visual Insights**: Auto-generated histograms & boxplots
- **Production Ready**: Type validation and error handling

## Install
```bash
# pip
pip install cucll.learn

# conda
conda install -c conda-forge cucll.learn
```

## Documentation
- [Quickstart Guide](docs/quickstart.ipynb)
- [API Reference](docs/api.md)

## Examples
```python
# Custom cleaning pipeline
from cucll.learn import handle_outliers, handle_missing

df = handle_outliers(df, threshold=2.5)
df = handle_missing(df, num_method="median")
```

## Examples
- [Quickstart](docs/quickstart.ipynb)
- [Basic Cleaning](examples/basic_cleaning.ipynb)
- [Outlier Detection](examples/outlier_detection.ipynb)
robotframework-results-to-slack-channel 1.0.1
Send Robot Framework Results Notifications to specific Slack channel. Forked from tlolkema/RobotNotifications and all credits from the creator tlolkema. Added some details to fit for the organisation by Lucas Greyhounds.
License: MIT

# RobotFrameworkResultsToSlackChannel

A utility to send Robot Framework test results directly to a Slack channel.

## Features

- Parses Robot Framework output files
- Formats test results for Slack
- Sends rsults as notifications to specified Slack channel.

## Requirements

- Python 3.7+
- [Robot Framework](https://robotframework.org/)
- [Slack Webhook URL](https://api.slack.com/messaging/webhooks)

## Installation

```bash
pip install robotframework-results-to-slack-channel
```

## Usage

1. Add the library to the test suite file

```bash
Library    RobotFrameworkResultsToSlackChannel    ${WEBHOOK_URL}    ...
```
2. Run the robot tests as usual 


## Configuration

- Set your Slack webhook URL in the command or via environment variable.

## License

MIT License

## Contributing

Pull requests are welcome! For major changes, please open an issue first.

## Contact

The Author of the code is Tim Lolkema (https://pypi.org/project/robotframework-notifications/) and modified by Lucas Greyhounds (https://pypi.org/project/robotframework-results-to-slack-channel/) to add more details such as Environment and Footer custom text. All credits to the author. 

## To update pypi package: RobotFrameworkResultsToSlackChannel

1. On setup.py, change the version number. 
2. python setup.py sdist bdist_wheel
3. twine upload dist/*