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ayanban011

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In the summer 2020, I have get a chance to learn machine learning from Andrew Ng, coursework organised by Stanford University. Here, I am going to upload all the assignment done by me during the coursework.

SwinDocSegmenter

An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation [ICDAR 2023] (Oral)

Python

GACNN

Generative Adverserial Convolutional Neural Network

Python

jNMF

Discovering De-similarities of Modular Structure Between Tumor Cells and Normal Cells by Integrating Multiple Data Sources Through Joint Non-Negative Matrix Factorization

Deep_Learning_with_Python

The deep in deep learning isn’t a reference to any kind of deeper understanding achieved by the approach; rather, it stands for this idea of successive layers of representations......

Jupyter Notebook

HandsonML

The Machine Learning Tsunami

Jupyter Notebook

Iris_Segmentation_with_U-Net_and_V_Net

a procedure of iris segmentation is presented which was designed on the basis of the natural properties of the iris.

Jupyter Notebook

DCN-DQN-TDF-IDF

A Comprehensive Scheme for Tattoo Text Detection

C++

Getting-Started_with_Pytorch

beginning of a new library learning

Jupyter Notebook

Sim-GAN

Missing Value Estimation of Microarray Data using Sim-GAN

Python

Algo_and_DS

Algorithm and Data Structure is backbone of the Computer Science & Engineering. Now I have started to learn it more deeply and trying to implementation. This repository is a container of this implemention.

Python

rock-paper-scissor

After learning the concept of OpenCV I want to create some project using OpenCV. This repository contains my first project using OpenCV

Python

Well begun is half done...

C++

dct-dft-fft-craft

DCT-DFT-FFT Based Method for Text Detection in Underwater Images

Jupyter Notebook

Python

On your mark, get set, go ....

Jupyter Notebook

Statistical_Analysis_of_Network_Data

We live in a connected world. Keeping this in mind, this repository aims to present tools for performing what are arguably a core set of analyses of measurements that are either of or from a system conceptualized as a network.

HAGNN

Gene Selection of Microarray Data using Heatmap Analysis and Graph Neural Network

Jupyter Notebook

Assignment_AIforManufacturing_Quality_Assurance_OpGAN

This repository contains the assignments related to Pix2Pix image translation with GAN

Jupyter Notebook

Java

Life is complex, so are decisions in life...

Java

OSandArchitecture

Basics of Unix code and Pipelining Architecture.

C++

NumericalAnalysis

During my 3rd semester I have learnt about the numerical analysis algorithms. This repository contains all the numerical analysis algorithms with output written in C/C++.

C++

Assignment_Backpropagation_Neural_Network_FSW_Data

Jupyter Notebook

Assignemnet_AIforManfacturing_Digital_Twin_Decision_Tree

Contains the data file and python codes for the assignments

Jupyter Notebook

Angular-Handson

Practicing Angular without knowing anything!!!

TypeScript

ayanban011/Machine-Learning

ayanban011

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