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KYRA's Projects

mvcnmf icon mvcnmf

Unsupervised spectral unmixing by minimum-volume-constrained non-negative matrix factorization (MVC-NMF)

numericalanalysis icon numericalanalysis

用Python+Numpy+Pytorch实现《数值分析》(Timothy Sauer著)的所有算法

optimization_algorithm icon optimization_algorithm

非线性优化主要算法的Matlab程序,有精确线搜索的0.618法和抛物线法, 非精确线搜索的Armijo准则, 最速下降法, 牛顿法, 共轭梯度法, BFGS 算法, DFP 算法, Broyden 族方法, 信赖域方法, 求解非线性最小二乘问题的L-M算法, 解约束优化问题的乘子法, 求解二次规划的有效集法, SQP 子问题的光滑牛顿法以及求解约束优化问题的SQP方法等. 程序基本通用.

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

python-data-science-handbook icon python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

python3-cookbook icon python3-cookbook

Python程序员进阶必备,深入理解Python语言机制和现代编程风格,内容涉及标准库、框架和应用程序中广泛使用的高级技术。

python_script-manual icon python_script-manual

《Python工具代码速查手册》是我们的python培训教材,主要面向数据分析方向。其中包含了python的常用总结性操作,使用jupyter notebook,利用markdown和script结果对常用操作进行总结,包括了使用方式和脚本。之所以使用notebook形式是可以方便大家编辑,方便大家形成自己的总结笔记。当然各位有更好的操作建议也欢迎向我们团队分享~

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

sewar icon sewar

All image quality metrics you need in one package.

thorough-pytorch icon thorough-pytorch

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

x-deeplearning icon x-deeplearning

An industrial deep learning framework for high-dimension sparse data

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