Interpretable AI
Click to visit website
About
Interpretable AI offers a robust suite of software modules designed for creating and understanding machine learning models. It provides common functionality for dataset preparation, model training, prediction, evaluation, and hyperparameter tuning. Key modules include IAIBase for core functionalities, IAITrees for working with decision tree learners and visualization, OptimalTrees for classification, regression, survival, prescription, and policy learning. It also features OptImpute for optimal missing data imputation, OptimalFeatureSelection for classification and regression, RewardEstimation for prescriptive problems, and Heuristics for training models like random forests and XGBoost. The software is implemented in Julia, with interfaces available for Python and R.
Platform
Features
• grid search for parameter tuning
• model training, prediction, and evaluation
• python and r language interfaces
• optimal feature selection
• decision tree visualization
• optimal imputation for missing data
• optimal trees algorithm implementation
• dataset preparation
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
Captum
Captum is an open-source library for model interpretability in PyTorch. It supports explaining models across various modalities like vision and text.
View DetailsFeatured Tools
adly.news
adly.news is a 100% free newsletter advertising marketplace connecting businesses with engaged newsletter audiences, offering automated payouts and secure payments.
View Details
Voe 4
Voe 4 is an AI video generator offering lightning-fast text-to-video and image-to-video conversion, delivering high-resolution, professional 4K AI videos in seconds.
View Details
Modelfy 3D
Modelfy 3D is an Enterprise-Grade AI Image to 3D Model Generator that transforms any 2D image into professional 3D models with up to 300K polygons and PBR textures.
View Details
Questie.ai
Questie.ai is an advanced AI gaming companion that watches your actual gameplay in real-time and provides intelligent commentary through natural AI voice chat.
View Details
Gemini Watermark Remover
Gemini Watermark Remover is a client-side tool designed to remove hidden SynthID and other embedded watermarks from your AI-generated images, preserving quality.
View Details
Infatuated.AI
Infatuated.AI is an AI companion platform allowing users to chat, roleplay, and build personalized relationships with AI girlfriends and boyfriends, offering emotional support and secure fantasy sharing.
View Details
ImgGen
ImgGen is the free AI editor that edits photos and turns images into videos in seconds, offering instant creativity all in one place.
View DetailsNano Banana
Nano Banana is a state-of-the-art AI model that revolutionizes text-based image editing and generation with unmatched multi-image fusion and natural language understanding.
View Details