v1.2.0

What's New

• Word Tagging - Train NER, POS tagging, and custom token classification models
• Recommendation - Train collaborative filtering recommendation models

New Commands

• createml word-tag - Train word taggers from JSON data with tokens and labels
• createml recommend - Train recommendation models from user-item interaction data

Installation

brew tap schappim/createml-cli
brew install createml-cli

Or download the binary directly:

curl -L https://github.com/schappim/createml-cli/releases/download/v1.2.0/createml-1.2.0-macos.tar.gz -o createml.tar.gz
tar -xzf createml.tar.gz
sudo mv createml /usr/local/bin/

v1.1.0

New Features

• Object Detection Training - Train object detection models from annotated images
  • Uses Create ML's MLObjectDetector
  • Supports bounding box annotations in JSON format
  • Reports mean Average Precision (mAP @ IoU 0.5)

Usage

createml object-detect training_data/ -o MyDetector.mlmodel

See the README for annotation format details.

Installation

brew tap schappim/createml-cli
brew install createml-cli

v1.0.0

Initial release of createml-cli

Features

• Train image classification models from labeled directories
• Train text classification models from CSV/JSON files
• Train sound classification models from audio files
• Train tabular classification and regression models

Installation

brew tap schappim/createml-cli
brew install createml-cli

Or download the binary:

curl -L https://github.com/schappim/createml-cli/releases/download/v1.0.0/createml-1.0.0-macos.tar.gz | tar xz
sudo mv createml /usr/local/bin/