Metadata-Version: 2.1
Name: validmind
Version: 2.2.2
Summary: ValidMind Developer Framework
License: Commercial License
Author: Andres Rodriguez
Author-email: andres@validmind.ai
Requires-Python: >=3.8.1,<3.12
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Provides-Extra: all
Provides-Extra: llm
Provides-Extra: pytorch
Provides-Extra: r-support
Provides-Extra: transformers
Requires-Dist: aiohttp[speedups] (>=3.8.4,<4.0.0)
Requires-Dist: arch (>=5.4.0,<6.0.0)
Requires-Dist: bert-score (>=0.3.13,<0.4.0)
Requires-Dist: catboost (>=1.2,<2.0)
Requires-Dist: click (>=8.0.4,<9.0.0)
Requires-Dist: evaluate (>=0.4.0,<0.5.0)
Requires-Dist: ipywidgets (>=8.0.6,<9.0.0)
Requires-Dist: kaleido (>=0.2.1,<0.3.0,!=0.2.1.post1)
Requires-Dist: langdetect (>=1.0.9,<2.0.0)
Requires-Dist: latex2mathml (>=3.77.0,<4.0.0)
Requires-Dist: levenshtein (>=0.21.1,<0.22.0) ; extra == "all" or extra == "llm"
Requires-Dist: llvmlite (>=0.42.0) ; python_version >= "3.12"
Requires-Dist: llvmlite ; python_version >= "3.8" and python_full_version <= "3.11.0"
Requires-Dist: matplotlib (<3.8.3)
Requires-Dist: mistune (>=3.0.2,<4.0.0)
Requires-Dist: nltk (>=3.8.1,<4.0.0)
Requires-Dist: numba (<0.59.0)
Requires-Dist: numpy (>=1.23.3,<2.0.0) ; python_version >= "3.8" and python_full_version <= "3.11.0"
Requires-Dist: numpy (>=1.26.0) ; python_version >= "3.12"
Requires-Dist: openai (>=1.3.7,<2.0.0) ; extra == "all" or extra == "llm"
Requires-Dist: pandas (>=1.1,<2)
Requires-Dist: plotly (>=5.14.1,<6.0.0)
Requires-Dist: plotly-express (>=0.4.1,<0.5.0)
Requires-Dist: polars (>=0.20.15,<0.21.0)
Requires-Dist: pycocoevalcap (>=1.2,<2.0) ; extra == "all" or extra == "llm"
Requires-Dist: pypmml (>=0.9.17,<0.10.0)
Requires-Dist: python-dotenv (>=0.20.0,<0.21.0)
Requires-Dist: ragas (>=0.1.7,<0.2.0)
Requires-Dist: rouge (>=1.0.1,<2.0.0)
Requires-Dist: rpy2 (>=3.5.10,<4.0.0) ; extra == "all" or extra == "r-support"
Requires-Dist: scikit-learn (>=1.0.2,<2.0.0)
Requires-Dist: scipy (>=1.12) ; python_version >= "3.12"
Requires-Dist: scipy ; python_version >= "3.8" and python_full_version <= "3.11.0"
Requires-Dist: scorecardpy (>=0.1.9.6,<0.2.0.0)
Requires-Dist: seaborn (>=0.11.2,<0.12.0)
Requires-Dist: selfcheckgpt (>=0.1.7,<0.2.0)
Requires-Dist: sentry-sdk (>=1.24.0,<2.0.0)
Requires-Dist: shap (>=0.42.0,<0.43.0)
Requires-Dist: statsmodels (>=0.13.5,<0.14.0)
Requires-Dist: tabulate (>=0.8.9,<0.9.0)
Requires-Dist: textblob (>=0.18.0.post0,<0.19.0)
Requires-Dist: textstat (>=0.7.3,<0.8.0)
Requires-Dist: torch (>=1.10.0) ; extra == "all" or extra == "llm" or extra == "pytorch"
Requires-Dist: torchmetrics (>=1.1.1,<2.0.0) ; extra == "all" or extra == "llm"
Requires-Dist: tqdm (>=4.64.0,<5.0.0)
Requires-Dist: transformers (>=4.32.0,<5.0.0) ; extra == "all" or extra == "llm" or extra == "transformers"
Requires-Dist: xgboost (>=1.5.2,<3)
Requires-Dist: ydata-profiling (>=4.7.0,<5.0.0)
Description-Content-Type: text/markdown

# ValidMind Developer Framework

ValidMind’s Python Developer Framework is a library of developer tools and methods designed to automate
the documentation and validation of your models.

The Developer Framework is designed to be model agnostic. If your model is built in Python, ValidMind's
Python library will provide all the standard functionality without requiring your developers to rewrite any functions.

The Developer Framework provides a rich suite of documentation tools and test suites, from documenting
descriptions of your dataset to testing your models for weak spots and overfit areas. The Developer
Framework helps you automate the generation of model documentation by feeding the ValidMind platform with
documentation artifacts and test results to the ValidMind platform.

