https://www.katnoria.com/mdn/
Mixture Density Networks Supervised machine learning models learn the mapping between the input features (x) and the target values (y). The regression models predict continuous output such as house price or stock price whereas classification models predict
www.katnoria.com
https://kangbk0120.github.io/articles/2018-05/MDN
Mixture Density Network์ ๋ํ ๊ฐ๋จํ ์ ๋ฆฌ์ ๊ตฌํ
MDN ๊ฐ๋ณ๊ท ์ค๋์ ์ผ๋ฐ์ ์ธ ๋ฅ๋ฌ๋ ๋คํธ์ํฌ์ ๋ณํ์ธ Mixture Density network์ ๋ํด์ ์์๋ณด๊ณ ๊ฐ๋จํ ํ์ดํ ์น(Pytorch) ์ฝ๋๋ก ๊ตฌํํด๋ณด๊ฒ ์ต๋๋ค. ์ด๋ ค์ด ๋ด์ฉ์ด๋ผ ์ ๋ ์๋ชป ์ดํดํ๊ณ ์๋ ๋ถ๋ถ์ด ์์ ์ ์์ผ๋ ํผ๋๋ฐฑ ํ์ํฉ๋๋ค. ์ฝ๋๋ ์ด ๋งํฌ์์ ๊ฐ์ ธ์์ต๋๋ค. ๋ค์ด๊ฐ๋ฉฐ ์ผ๋ฐ์ ์ธ ๋ฅ๋ฌ๋ ๋คํธ์ํฌ๋ฅผ ์๊ฐํด๋ด ์๋ค. ์ด ๋คํธ์ํฌ๋ ์ด๋ ํ ์ ๋ ฅ์ด ์ฃผ์ด์ก์ ๋ ์ด์ ํด๋นํ๋ ์ถ๋ ฅ์ ๋ง๋ค์ด๋ผ ๊ฒ๋๋ค. ์ด๋ฅผ ๋ค์ ํํํ์๋ฉด $p(y \mi
kangbk0120.github.io
http://blog.otoro.net/2015/11/24/mixture-density-networks-with-tensorflow/
Mixture Density Networks with TensorFlow | ๅคงใใญ
Update: PyTorch Implementation of the same notebook available here. A short while ago Google open-sourced TensorFlow, a library designed to allow easy computations on graphs. The main applications are targeted for deep learning, as neural networks are repr
blog.otoro.net
'Machine Learning > ๋ฅ๋ฌ๋' ์นดํ ๊ณ ๋ฆฌ์ ๋ค๋ฅธ ๊ธ
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