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Lagrangian duality
When I read the chapter “Statistical Learning Methods” Support Vector Machine, I saw “Apply Lagrangian...
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Comparison of Sequence Labeling Model Algorithms
Occasionally browsed a paper with practical reference value Nguyen and Guo (2007). This paper compares the performance o...
Understand the convolution in deep learning
There are too many open classes and tutorials to repeatedly spread the convolutional neural network, but they don’...
Hinton Neural Network Open Class Recent applications of deep neural nets
Learning a joint model of images and titles This lesson introduces a recent technique for training joint models using fe...
Apache2 configures https on Ubuntu and forces http to https
First, Apache2 under Ubuntu 1. Install Apache2 sudo apt-get install apache2 – The default site is in /var/www/ ...
Perceptron
The first part of the series of “Statistical Learning Methods” notes corresponds to the second chapter of th...
Algorithmic visualization and GIF export using Matplotlib and Imagemagick
ML visual learning I am learning some basic ML algorithms recently. I prefer to write Python implementations compared to...
Towards a Better Language Model
We already know some means to improve the language model, such as: Better input: word → root → character Better regulari...
