RyanMachine learning with Tensorflow — Fundamentals Convolution Neural NetworkConvolution neural network (CNN) is very suitable for image classification due to its use of spatial information. This neural network was…4 min read·Aug 17, 2021----
RyanMachine learning with Tensorflow — DropoutIn the previous model with hidden layer achieved 99.97% of train accuracy, 97.51% of validation accuracy and 97.6% test accuracy. Let’s…2 min read·Aug 13, 2021----
RyanMachine learning with Tensorflow — add hidden networkFrom previous Simple neural network, we’ve built our first neural network and got okay result. There are few ways to improve it.2 min read·Aug 9, 2021----
RyanMachine learning with Tensorflow — Simple neural networkTo begin with a machine learning with Tensorflow, we can start from very basic and optimize our neural network step by step.4 min read·Aug 9, 2021----
RyanNeural network activation FunctionActivation function outputs specific values when sum of inputs exceeds threshold. Step function, Sigmoid function, Tanh function, ReLu and…2 min read·Jul 29, 2021----
RyanBuild logic gate with perceptron algorithmPerceptron mimics neuron, inputs data from other neurons and outputs to other neurons. Using perceptron algorithm we can build logic gate.1 min read·Jul 29, 2021----
RyanTensorflow with Metal on a M1 MacFrom Tensorflow 2.5, the tensorflow-metal PluggableDevice to accelerate training with Metal on Mac GPUs is avaliable. Here we’ll install…2 min read·Jul 28, 2021----
RyanConda on M1 Mac with MiniforgeWith Apple’s new M1 architecture based on ARM64, Anaconda does not support M1 natively yet. So to utilize full performance of M1, we’re to…1 min read·Jul 28, 2021--1--1
