楊明翰's repositories
AI-Tutorial-Perceptron
This is a hard coding version of Sigmoid Perceptron. It is just for "Hello World" for the A.I beginners.
chatGPTCodeCopilot
using chatGPT to help coding
AI-Tutorial-Multilayer-Perceptron
This is a hard coding version of Sigmoid Multilayer Perceptron with 2 input *2 hideen *1 output that can slove XOR problem. It is just for "Hello World" for the A.I beginners.
AI-Tutorial-VanillaRNN
This is a break down / hard coding version of an RNN with three timesteps and solving the binary addition problem.
AI-Tutorial-Multilayer-Perceptron-Numpy-Version-
This is a 3 layer MLP Neural Network using only Numpy that can help us understand the principle of the neural network.
AI-Tutorial-PerceptronGUI
This is a Perceptron with JavaFX GUI and error chart to observe the SGD training.
AI-Tutorial-Tess4J-Example
A Hello World of Tess4j Example
AI-Tutorial-Multilayer-Perceptron-Numpy-Batch-Version
This is a 3 layer MLP Neural Network using only Numpy that can help us understand the principle of the neural network.This is a version that processes the data by full batch which is more easier than the older version.
AI-Tutorial-Multiple-Linear-Regression
A basic multiple linear regression example. the training data was from mubaris
AI-Tutorial-Python-Data-Science-Basic
This is a series of Python tutorial for basic data science.
LiteMatrix
A pure java object-oriented matrix computing and numerical analysis lib.
OpenCV-Tutorial-Canny
Canny Filter Use Example of OpenCV 3
RNN_Example
A basic sample RNN build from scratch using Java.
convolution1d_experiment
A visual Experiment to explain signal filtering and convolution
handwrite_dataset_generator
This is a tool which helps to build handwrite digit dataset like MNIST. It can extract image patch(figure.2 ) from many printing forms(figure. 1), and build a 10 class dataset with labels.
sklearn_naive_bayes_example
A example of <play tennis> data set using sklearn naive bayes classifer