Python Assignments for the Deep Learning lectures by Andrew NG on coursera with complete submission for grading capability.

Overview

DL_Coursera_Assignments

Python Assignments for the Deep Learning lectures by Andrew NG on coursera with complete submission for grading capability.

Online Workspace

You can work on the assignments in an online workspace called Deepnote . This allows you to play around with the code and access the assignments from your browser.

Tips

In numpy, the function dot is used to perform matrix multiplication. The operation '*' only does element-by-element multiplication (unlike MATLAB). If you are using python version 3.5+, the operator '@' is the new matrix multiplication, and it is equivalent to the dot function.

Acknowledgements

I would like to thank professor AndrewNG and coursera for such an awesome course.

Owner
Utkarsh Agiwal
Undergraduate Student at IIT Bombay, majoring in Mechanical Engineering along with minors in Computer Science and Engineering.
Utkarsh Agiwal
Official code of the paper "ReDet: A Rotation-equivariant Detector for Aerial Object Detection" (CVPR 2021)

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Code for "Steerable Pyramid Transform Enables Robust Left Ventricle Quantification"

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wmctrl ported to Python Ctypes

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ObjectDrawer-ToolBox: a graphical image annotation tool to generate ground plane masks for a 3D object reconstruction system

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Using Streamlit to host a multi-page tool with model specs and classification metrics, while also accepting user input values for prediction.

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Source code for our paper "Empathetic Response Generation with State Management"

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Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

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