IshanRD19's repositories

Direct_Chat

Wifi Direct Android Chat App - Enables communication and information sharing between two devices in the form of text, image, audio, video, etc between two devices at distances of Wi-Fi signal via Wi-Fi Direct.

DLND

Built a Neural Network from scratch to solve a prediction problem that predicts the number of bike-share users on a given day. The UCI Machine Learning database was used for this.

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Emotion_Based_Music_Player-master

Emotion Based Music Player

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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Data_Analysis_With_Pandas

The field of data analytics is quite large. With that in mind, the best way to approach learning data analysis with Python is simply by example. My plan here is to find some datasets and do some of the common data analysis tasks, using the Pandas package, to hopefully get familiar enough with the package.

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deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

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Deep_Learning

Neural Networks and Deep Learning

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Emotion-master

Emotion Based Music Player

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GeeksForGeeks

Practice Problems on https://www.geeksforgeeks.org/

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Generate_Faces

In this project, I’ve used Generative Adversarial Networks (GANs) to generate new images of human faces from scratch, based on the neural networks being trained on real human faces. I used the MNIST dataset and CelebFaces Attributes (CelebA) dataset in this project.

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GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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HackerEarth

Solutions for problems on HackerEarth in C++

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HostelERP

Developed on the Django web framework, it uses Service Oriented Architecture (SOA) and focuses on providing all the required services in the hostel accommodation domain.

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Image_Classification

Classified images from the CIFAR-10 dataset consisting of airplanes, dogs, birds, cats, and other objects. I’ve preprocessed the dataset, normalized the images, one-hot encoded the labels, and built a convolutional layer, max pool layer, and fully connected layer to see their predictions on the sample images.

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junk

:notebook: mooc code playground

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kru2uni

Krutidev to Unicode Font Convertor

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Language_Translation

Inspired by the realm of Neural Network machine translation, I trained a sequence-to-sequence (seq2seq) model on a dataset of English and French sentences that can translate new sentences from English to French. The dataset used in this project was the Dataset of English and French Sentences.

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Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

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ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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RajasthanHackathon4.0

Contributed to developing a voting application based on the Ethereum Blockchain built in a time limit of 36 hours at the Rajasthan Hackathon 2018. @ITDayDigifest

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School_ERP

initial django setup

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tensorflow

Computation using data flow graphs for scalable machine learning

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TV_Script_Generation

Making use of Recurrent Neural Networks (RNNs), the aim was to create a new Simpson’s TV script at Moe’s Tavern. I’ve used a part of Simpson’s dataset of scripts from 27 seasons.

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Wifi

Chat app

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