whuang022ai/LiteNN

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6
Rank 2,539,965 (Top 51 %)
Language
C++
License
Apache License 2.0
Created over 6 years ago
Updated about 5 years ago

whuang022ai/LiteNN

whuang022ai

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A Lite ,easy for learning neural networks Implementation project.

chatGPTCodeCopilot

using chatGPT to help coding

AI-Tutorial-Perceptron

This is a hard coding version of Sigmoid Perceptron. It is just for "Hello World" for the A.I beginners.

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-Tess4J-Example

A Hello World of Tess4j Example

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.

LiteAPI

A lite token based API server lib.

AI-Tutorial-Python-Data-Science-Basic

This is a series of Python tutorial for basic data science.

AI-Tutorial-Multiple-Linear-Regression

A basic multiple linear regression example. the training data was from mubaris

RNN_Example

A basic sample RNN build from scratch using Java.

LiteMatrix

A pure java object-oriented matrix computing and numerical analysis lib.

OpenCV-Tutorial-Canny

Canny Filter Use Example of OpenCV 3

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.