在哪可以找到Sagemaker内置算法的资料？

Question

【以下的问题经过翻译处理】 我正在研究Sagemaker内置的算法，并且很想了解算法的详细信息。然而，我惊讶地发现在各种文档和特定算法的教程中很难找到有关研究背景和实现细节的参考资料。如果这样的信息存在，我将非常感激你的信息提供。先谢了！

Answer

【以下的回答经过翻译处理】 感谢您对内置算法的兴趣！您可以在其中许多文档中找到研究论文。文档页面有一个“它是如何工作的”部分解释了每种算法的原理。例如：

* **BlazingText**：*[BlazingText：使用多个 GPU 缩放和加速 Word2Vec](https://dl.acm.org/doi/10.1145/3146347.3146354)*，Gupta et Khare
* **[DeepAR](https://docs.aws.amazon.com/sagemaker/latest/dg/deepar_how-it-works.html)** *[DeepAR：使用自回归递归网络进行概率预测](https:/ /arxiv.org/abs/1704.04110)*, Salinas 等人。
* **[因式分解机](https://docs.aws.amazon.com/sagemaker/latest/dg/fact-machines-howitworks.html)**
* **[IP 见解](https://docs.aws.amazon.com/sagemaker/latest/dg/ip-insights-howitworks.html)**
* **[KMeans](https://docs.aws.amazon.com/sagemaker/latest/dg/algo-kmeans-tech-notes.html)**
* **[KNN](https://docs.aws.amazon.com/sagemaker/latest/dg/kNN_how-it-works.html)**
* **[LDA](https://docs.aws.amazon.com/sagemaker/latest/dg/lda-how-it-works.html)**
* **[线性学习器](https://docs.aws.amazon.com/sagemaker/latest/dg/linear-learner.html)**
* **[NTM](https://docs.aws.amazon.com/sagemaker/latest/dg/ntm.html)**
* **[Object2Vec](https://docs.aws.amazon.com/sagemaker/latest/dg/object2vec-howitworks.html)**
* **[对象检测](https://docs.aws.amazon.com/sagemaker/latest/dg/algo-object-detection-tech-notes.html)**（这是一个 SSD 模型）
* **[PCA](https://docs.aws.amazon.com/sagemaker/latest/dg/how-pca-works.html)**
* **[随机砍伐森林](https://docs.aws.amazon.com/sagemaker/latest/dg/rcf_how-it-works.html)**：*[基于流异常检测的稳健随机砍伐森林] (https://proceedings.mlr.press/v48/guha16.pdf)*, Guha 等人
* **[语义分割](https://docs.aws.amazon.com/sagemaker/latest/dg/semantic-segmentation.html)**
* **[Seq2seq](https://docs.aws.amazon.com/sagemaker/latest/dg/seq-2-seq-howitworks.html)**
* **[XGBoost](https://docs.aws.amazon.com/sagemaker/latest/dg/xgboost-HowItWorks.html)**

在哪可以找到Sagemaker内置算法的资料？

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