Machine Learning Notes

Image Style Transfer

In this blog, we are going to transfer the style from a famous painting to any photo using convolutional neural network.

MNIST Using Recurrent Neural Network

Let’s try to predict the handwritten digit by RNN.

Basic Recurrent Neural Network Tutorial — 4

Here we’ll build multi-RNN cell using tf.nn.rnn_cell.MultiRNNCell + tf.nn.dynamic_rnn

Basic Recurrent Neural Network Tutorial — 3

We will use tf.nn.rnn_cell.BasicRNNCell + tf.nn.dynamic_rnn to build simple RNN.

Basic Recurrent Neural Network Tutorial — 2

We are going to use tf.nn.rnn_cell.BasicRNNCell + tf.nn.static_rnn to build a simple…

Basic Recurrent Neural Network Tutorial — 1

Let’s get our hands dirty and play some simple RNN with TensorFlow.

What is Support Vector Machines?

Support Vector Machines is a supervised learning algorithm to solve classification problem by finding the maximum-margin hyperplane.

Let’s say we have the wights and the bias for a label of panda. When we apply the wights and the bias on a panda…

Some Intuitions of ReLU Activation Function

ReLU activation function is fast to compute and won’t saturate.

ReLU can be written as f(x) = max(0, x). And this is what ReLU (Rectifier Linear Unit) function looks like: