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latent-variable-models's Introduction

K-Means

주어진 데이터에 대해 K개의 중심(centroid)를 찾는 알고리즘입니다.

Gaussian Mixture Models

주어진 데이터에 대해 K개의 Gaussian Mixture로 확률 분포를 찾는 알고리즘입니다.

Probabilistic PCA

Gaussian distribution으로부터의 linear transform을 통해 주어진 데이터를 생성하도록 하는 알고리즘입니다.

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