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flyinginte's Projects

3dboxpackinglaff icon 3dboxpackinglaff

3D Box Packing Problem solved using Largest Area Fit First LAFF in Java

cbir icon cbir

🏞 A content-based image retrieval (CBIR) system

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

dem2stl icon dem2stl

Convert digital elevation maps (DEM) to 3d printer stereolithography format (STL)

dhash icon dhash

Comparing images with dHash algorithm.

drl_binpacking icon drl_binpacking

3D bin packing is a classical and challenging combinatorial optimization problem in logistics and production systems. An effective bin packing algorithm means the reduction of total packing cost and increase in utilization of resources. Because the cost of packing materials, which is mainly determined by their surface area, occupies the most part of packing cost, and in many real business scenarios there is no bin with fixed size, so AI Department of Cainiao proposed a new type of 3D bin packing problem. The objective of this new type of 3D bin packing problem is to pack all items into a bin with minimized surface area. And a DRL method based on the sequence-to-sequence model is proposed to solve the problem. This is the research paper link: https://arxiv.org/abs/1708.05930. Source code of this method can be found in the project.

fly_us icon fly_us

美国大学备考资料 How to apply US colleges

gaft icon gaft

A Genetic Algorithm Framework in Python

kg-demo-for-movie icon kg-demo-for-movie

从无到有构建一个电影知识图谱,并基于该KG,开发一个简易的KBQA程序。

machine-learning-course icon machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

motrix icon motrix

A full-featured download manager.

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