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 a PyTorch model interpretability library. It helps understand and attribute predictions of AI models.
View DetailsFeatured Tools
GirlfriendGPT
NSFW AI chat platform with customizable characters, AI image generation, and voice chat. Explore roleplay and intimate interactions with AI companions.
View Details
xMates AI
xMates AI is a next-generation AI chat app powered by large language models, offering human-like interactions and roleplaying with customizable AI characters.
View Details
Promptix
Promptix is a macOS app that lets you run AI in any application with a hotkey. It helps you write faster, translate, polish text, and use custom prompts.
View Details
BestStock AI
BestStock AI is an AI-powered financial analysis platform, automating data processing and delivering predictive insights across financial instruments.
View Details
Soora2
Soora2 is a global Sora 2 AI video generation platform offering text-to-video, image-to-video, and AI editing tools without watermarks.
View Details
nexos.ai
nexos.ai is an all-in-one AI platform for enterprises, enabling secure, organization-wide AI adoption, policy setting, and oversight for tech leaders.
View DetailsYamiTools
YamiTools is an innovative AI platform that helps content creators and businesses generate text, images, and code effortlessly, enhancing productivity and creativity.
View Details