MLX Katalog

The MLX Katalog project hosts the default assets to bootstrap the Machine Learning Exchange.

List of Default Catalog Assets

Pipelines

• Katib Early-Stopping Experiment
• Trusted AI Pipeline with AI Fairness 360 and Adversarial Robustness Check
• Training and Serving Models with Watson Machine Learning
• Calculation Pipeline
• Nested Pipeline
• Parallel Join
• ResourceOp Basic
• Sequential Pipeline

Pipeline Components

• Adversarial Robustness Evaluation
• Model Fairness Check
• Create Kubernetes Secret
• Generate Dataset Metadata
• Create Dataset Volume
• Deploy Model on Kubernetes
• Create Model Config
• Echo Sample

Models

• CodeNet Language Classifier
• Human Pose Estimator
• Image Caption Generator
• Image Resolution Enhancer
• Named Entity Tagger
• Object Detector
• Optical Character Recognition
• Question Answering
• Recommender System
• Text Sentiment Classifier
• Toxic Comment Classifier
• Weather Forecaster

Datasets

• CodeNet
• CodeNet - Language Classification
• CodeNet - MLM
• Finance Proposition Bank
• Groningen Meaning Bank
• NOAA Weather Data - JFK Airport
• PubLayNet
• PubTabNet
• Thematic Clustering of Sentences
• TensorFlow Speech Commands

Notebooks

• JFK Airport Weather Analysis
• AIF360 Bias Detection
• ART Detector Model
• ART Poisoning Attack
• CodeNet Language Classification
• CodeNet Masked Language Model
• Qiskit Quantum Machine Learning
• Qiskit Neural Network Classifier and Regressor