Nitiwat Sompawong's starred repositories

ibis

the portable Python dataframe library

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dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

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go-ctr

Go DeepLearning based Recommendation Framework

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reginx

Build a recommendation system from scratch

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label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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mlops

mini project

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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mlplatform-workshop

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

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ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

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pydantic

Data validation using Python type hints

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craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

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docs

Various documents related to Tesseract OCR

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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