Deep Learning Developing Kit

An algorithm library for deep learning.

Build status

`Documentation`	`Windows CPU`	`Windows GPU`

Brief Introduction

Powerful modularization and expandability provide a great tool to learn about machine learning, especially deep learning.You can explore as you wish, build your dream software, without being bothered by intricate codes. You can build your own AI model quickly and train it through iterator in high-efficiency.Like Lego building blocks, you can assemble or transplant your models and apply them to your AI applications within several minutes.

Programing Language:

C/C++
Python

Feature:

Simple and intuitive
High-efficiency
Modularization
Expandability
Customization

Data-interchange Format:

Json

Algorithms

Regresstion Analysis
Decision Tree
Neural Network
Supported Vector Machine (Todo)
Expectation Maximization (Todo)
Clustering (Todo)
Decision Tree

This project is mainly focusing on Deeplearning for now.

Developing Status

Under developing:

Convolutional Neural Network
Refine Backpropagation Neural Network
MultiThread for acceleration
OpenCV support for image processing

Further plan (Not top priority):

Visualization tool using SFML or Python
Acceleration using CUDA

About this project

This is still an early stage of development. So, it`s welcomed for anyone to contribute to this project. Feel free to upload your code or pull a request. More than anything, please share your idea and give me some precious advices. XD

For more information, check my website. Celestial Tech

CelestialPaler/DeepLearningDevelopingKit