Examples

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Douglas Blank edited this page Nov 11, 2022 · 1 revision

Python scripts

coco_script.py - construct images with annotations from the COCO dataset collection
mnist_script.py - train a tensorflow network to recognize the MNIST digit dataset, collecting data while training
Hugging Face Object Detection with Kangas

Notebooks

DataGrid-Getting Started - cell-by-cell exploration of creating a DataGrid
Integrations - example snippets including reading from CSV files, DataFrames, and HuggingFace datasets

Kangas DataGrid is completely open source; sponsored by Comet ML

Table of Contents

Home
- User Guides
  - Installation - installing kangas
  - Reading data - importing data
  - Constructing DataGrids - building from scratch
  - Exploring data - exploration and analysis
  - Examples - scripts and notebooks
- Kangas Command-Line Interface
- Kangas Python API
  - kangas - top-level functions
  - DataGrid - DataGrid object and methods
  - Image - Image object and methods
  - Embedding - Embedding object and methods
  - Tensor - Tensor object and methods
- Integrations - with Hugging Face and Comet
- User Interface
  - Filter expressions - filter syntax
  - Cell Types
    - Boolean
    - Datetime
    - Embedding
    - Float
    - Image
    - Integer
    - JSON
    - Tensor
    - Text
    - Vector
- FAQ - Frequently Asked Questions
- Under the Hood
  - Security - issues related to security
  - Development - setting up a development environment
  - Roadmap - plans and known issues

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