1. Model evaluation & validation
  2. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 31 - 40 of 88
ml-metadata by google


For recording and retrieving metadata associated with ML developer and data scientist workflows.
katib by kubeflow


Repository for hyperparameter tuning
DALEX by ModelOriented


moDel Agnostic Language for Exploration and eXplanation
plotly.py by plotly


The interactive graphing library for Python (includes Plotly Express) :sparkles:
shap by slundberg


A game theoretic approach to explain the output of any machine learning model.
innvestigate by albermax


A toolbox to iNNvestigate neural networks' predictions!
yellowbrick by DistrictDataLabs


Visual analysis and diagnostic tools to facilitate machine learning model selection.
AdvBox by advboxes


Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
jpmml-sklearn by jpmml


Java library and command-line application for converting Scikit-Learn pipelines to PMML


Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation