Welcome to Meerkat
Meerkat provides fast and flexible data structures for working with complex machine learning datasets. It is designed to house your data throughout the machine learning lifecycle – along the way enabling interactive data exploration, cross-modal training, and fine-grained error analysis.
Installation
Meerkat is available on PyPI and can be installed with pip.
pip install meerkat-ml
Optional dependencies
Some parts of Meerkat rely on optional dependencies. To install all optional dependencies use:
pip install meerkat-ml[all]
You can also install specific groups optional of dependencies using something like:
pip install meerkat-ml[vision,text]
See setup.py for a full list of optional dependencies.
To install the latest development version of Meerkat use:
pip install "meerkat-ml @ git+https://github.com/robustness-gym/meerkat@dev"
Optional Dependencies
Some parts of Meerkat rely on optional dependencies. To install all optional dependencies use:
pip install "meerkat-ml[all] @ git+https://github.com/robustness-gym/meerkat@dev"
You can also install specific groups optional of dependencies using something like:
``pip install ``pip install "meerkat-ml[vision,text] @ git+https://github.com/robustness-gym/meerkat@dev"``
See setup.py for a full list of optional dependencies.
To install from editable source, clone the meerkat repository and pip install in editable mode.
git clone https://github.com/robustness-gym/meerkat.git
cd meerkat
pip install -e .
Optional Dependencies
Some parts of Meerkat rely on optional dependencies. To install all optional dependencies use:
pip install -e .[dev]
You can also install specific groups optional of dependencies using something like:
pip install -e .[vision,text]
See setup.py for a full list of optional dependencies.
Next Steps
Get started with Meerkat by following along on Google Colab.
Learn more about the motivation behind Meerkat and what it enables.