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PulseAugur coverage of Theano — every cluster mentioning Theano across labs, papers, and developer communities, ranked by signal.
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Eugene Yan shares strategies for continuous machine learning education
Eugene Yan's essay offers practical advice for staying current in the rapidly evolving field of machine learning. He suggests actively experimenting with new tools and techniques in projects, sharing learnings with coll…
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Eugene Yan launches fashion image classification API, later discontinued
Eugene Yan has launched a product image classification API, initially focused on fashion e-commerce. The API achieved a Top-1 validation accuracy of 0.76 and Top-5 accuracy of 0.974, returning results in under 300 milli…
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Eugene Yan 详细介绍了从数据采集到部署构建产品分类 API 的过程
Eugene Yan 详细介绍了构建产品分类 API 的多部分流程，强调了原型设计在获得利益相关者支持方面的重要性。他解释了如何获取和准备数据，包括清理标题和处理编码问题，然后再训练机器学习模型。该系列还涵盖了 API 本身的开发，并演示了图像搜索功能，尽管由于云成本，该 API 后来被停用。