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 free platform that simplifies newsletter advertising, connecting businesses with engaged audiences through ad slots, offering bidding, negotiation, and messaging.
View Details
AI Dubbing
AI Dubbing is a free AI video dubbing tool that uses advanced AI technology to provide natural, smooth, high-quality dubbing services, supporting 20+ languages and 100+ tones.
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 Details
Nano 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
Macaron
Macaron is the world’s first personal AI agent designed to help you live better by focusing on happiness, health, and freedom, unlike typical productivity tools.
View Details
VISBOOM
Visboom is the all-in-one AI fashion content creation platform, enabling brands and e-commerce sellers to generate on-model photoshoots and visual assets quickly.
View Details
Banana AI
Banana AI is an advanced AI photo editor powered by Google’s Nano Banana technology (Gemini 2.5 Flash Image), enabling effortless image editing, restyling, and transformation with simple text prompts.
View Details
twainGPT
twainGPT is a humanizer that transforms any AI-generated text into undetectable, human-like content, trusted by over 2.3 million users.
View Details
AI Image Editor
AI Image Editor is a free online tool to edit, transform, and enhance photos with a text prompt, achieving fast, consistent, high-quality results.
View DetailsSora2 AI Video Generator
Sora2 AI Video Generator is an advanced tool powered by OpenAI's Sora2 technology, creating cinema-quality 1080p videos from text and images with realistic physics and perfect character consistency.
View Details