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opensource.creativecommons.org | ||
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vickiboykis.com
[AI summary] The text provides an in-depth account of the development and deployment of a semantic search application called Viberary, focusing on its design, challenges, and lessons learned. The author details the entire process, from initial data exploration and model selection to production deployment using Docker, DigitalOcean, and load balancing. Key takeaways include the importance of a testable prototype, careful hyperparameter management, and the benefits of using DigitalOcean over larger cloud providers. The text also highlights the difficulty of semantic search and the need for algorithmic fine-tuning across machine learning, UI, and deployment processes. The author emphasizes reproducible environments, efficient Docker practices, and the value of ... |
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arunrocks.com
A blog by Arun Ravindran, author and speaker, about Python, Django and other curious things. |
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alden.page
[AI summary] A detailed technical guide on building a high-performance, distributed, and polite image crawler using Python, asyncio, Redis, and Kafka to index hundreds of millions of Creative Commons images. |
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dennybritz.com
All the code is also available as an Jupyter notebook on Github. |
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