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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,220 4,570 Updated Jun 21, 2022
Jupyter Notebook 3,356 2,493 Updated Mar 24, 2023

Python package for fractional-order derivative operators

Jupyter Notebook 15 9 Updated May 23, 2020

The LeNet is realized by Numpy but not by TensorFlow, MXNet, Caffe or other tools. This work is for fundamental research like optimization in neural networks.

Jupyter Notebook 12 Updated Feb 22, 2019

The Backward Propogation Neural Networks are realized only by Numpy

Jupyter Notebook 9 1 Updated Feb 23, 2019

Lake and Water Body Retrieval from Landsat and Sentinel data

Jupyter Notebook 3 3 Updated Nov 17, 2021