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7thsemesterdtu

Code and Project repo for 7th sem DTU 2018

ai_project

binary-classification

implementation of Binary Classification on breast cancer dataset

cash-settlement-quiz

Webapp that generates random network of graph representing cash transactions among friends and also provides solution with minimised cashflow .It uses vis.js browser based library to visualise the problem graph and solution graph.

competitive-programming-algorithms

The purpose of this repository is to get all the Algorithms required for Competitive Programming at one place. This will be very helpful. Also one can contribute to this repository and learn something from this.

cpp

django

This repo contains code for mini django projects built as a part of learning Django Framework

dominant-color-extraction-using-kmeans

Used KMeans algorithm to find the most dominant colors of a given image and created a new image with these dominant colors.

emoji-predictor

Implementation of a basic emoji predictor using stacked LSTM on a small dataset.

face-detection-and-recognition

face detection and recognition using opencv

hack

handwritten-digit-image-generation-using-dcgan

Handwritten digit image Generation using DCGAN.

harshitmuhal

harshitmuhal.github.io

image-captioning

Given any real-world image, this project generates an appropriate caption using Machine Learning/Deep Learning.

image-captioning-api

API for image captioning project using FastAPI framework.

imdb-review-sentiment-analysis

Implemented multiple CNN-LSTM based neural networks. Achieved maximum accuracies for the network architecture which used a CNN-LSTM with combined kernels from multiple branches and other architecture that used a CNN-LSTM neural network with a residual connection. Achieved maximum accuracy of 89.39%.

interviewbit

InterviewBit Programming Solutions

linear-regression

Implementation of multivariate Linear Regression using ordinary leasts squares using library function

logistic_regression

implementation of Logistic Regression using Gradient Descent optimisation algorithm from scratch on a simple dataset having 2 features

ml

This repo contains code for algorithms, frameworks, and tools coded by me as a part of learning Machine Learning, Deep Learning, Transfer Learning and Natural Language Processing.

multi-layer-perceptron

implementation of a simple 3 layer perceptron from scratch.

multiclass-classification

Implementaion of Logistic Regression, Support Vector Machine, Gaussian Naive Bayes, Descision Tree Classification using library function on wine dataset of scikit-learn.

neural-machine-translation

Using Neural Machine Translation for translating English sentences to Hindi.

nightingale-the-music-player

GUI integrated advanced music player developed in python.

numpy

implementation of some basic functions in NumPy which a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays

nxn-sudoku

Generates NXN Random Sudoku puzzles and also provide solution to these puzzles using backtracking and bitmasking.

python-basics-aug-2018

rock-paper-scissor

smtp-server

program to send desired message to a list of mail ids