Universal Data Tool
  • Universal Data Tool Docs
  • Installation
  • Running On-Premise
  • Collaborative Labeling
  • Building and Labeling Datasets
    • Image Segmentation
    • Image Classification
    • Text Classification
    • Named Entity Recognition
    • Entity Relations / Part of Speech Tagging
    • Audio Transcription
    • Data Entry
    • Video Segmentation
    • Composite Interfaces
    • Landmark / Pose Annotation
  • Importing Data
    • Upload or Open Directories
    • Import File URLs
    • Import COCO Images
    • Import from Google Drive
    • Import from AWS S3 Bucket
    • Import from CSV or JSON
    • Import using AWS Cognito
    • Import Text Snippets
  • The Format .udt.json
    • What is the .udt.json format?
    • What is the .udt.csv format?
  • Machine Learning
    • Jupyter Notebook Integration
    • Import Datasets into Pandas
    • Fast.ai
      • Fast.ai Image Classification
      • Fast.ai Image Segmentation
  • Integrate with Any Web Page
    • Integrate with the Javascript Library
    • Getting Started with React
  • Train your Workforce
    • Getting Started with UDT Courses
  • Frequently Asked Questions
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On this page
  • Installation
  • Creating a Dataset
  • Loading a udt.json or udt.csv file

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  1. Machine Learning

Jupyter Notebook Integration

Use the Universal Data Tool directly within a Jupyter Notebook

PreviousWhat is the .udt.csv format?NextImport Datasets into Pandas

Last updated 4 years ago

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Installation

To get started, we'll need to install the .

pip install universaldatatool

Creating a Dataset

Creating datasets inside python is really easy!

import universaldatatool as udt

ds = udt.Dataset(
    type="image_segmentation",
    image_paths=["/path/to/birds/good_bird.jpg","/path/to/birds/bird2.jpg"],
    labels=["good bird", "bad bird"]
)

# Opens dataset directly in jupyter notebook
ds.open()

Loading a udt.json or udt.csv file

import universaldatatool as udt

ds = udt.load("path/to/dataset.udt.json")

# Opens dataset directly in jupyter notebook
ds.open()
Universal Data Tool python module
The Universal Data Tool will open inside of your Jupyter Notebook