Siddharth Das's repositories
Online-Disease-Detection-and-Prediction-Analysis
A Web App for Heart Disease Prediction, Diabetes Prediction and Breast Cancer Prediction.
military_database
This is a mini-DBMS project where all the details of the soldiers can be inserted and modified which contains the department, sting operations and dependent details.
online_stock_brokerage_system
Since the broker, exchange and client systems are standalone components, this lookup server helps to add, remove or update stock symbols in different stock exchanges online.
PENTESTING-BIBLE
Updates to this repository will continue to arrive until the number of links reaches 10000 links & 10000 pdf files .Learn Ethical Hacking and penetration testing .hundreds of ethical hacking & penetration testing & red team & cyber security & computer science resources.
Smart-Rural-Healthcare-Monitoring-System
Cyber Physical Systems (CPS)
Text-Emotion-Detection-and-Sentiment-Analysis-of-Tweets
This project addresses the problem of sentiment analysis on Twitter. The goal of this project was to predict sentiment for the given Twitter post using Python. Sentiment analysis can predict many different emotions attached to the text, but in this report, only 3 major were considered: positive, negative and neutral. The training dataset was small (just over 5900 examples) and the data within it was highly skewed, which greatly impacted on the difficulty of building a good classifier. After creating a lot of custom features, utilizing bag-of-words representations and applying the Extreme Gradient Boosting algorithm, the classification accuracy at the level of 58% was achieved. Analysing the public sentiment as firms trying to find out the response of their products in the market, predicting political elections and predicting socioeconomic phenomena like the stock exchange.
V.A.D.A.P.A.V
VIT Alumni Directory for Analysis of Performance and Academic Visualization (V.A.D.A.P.A.V)
Visual-Cryptography-and-Defense-against-adversial-attacks.
This project deals with an interactive webtool that lets anyone to explore adversarial attacks by dynamically updating the classification scores and Class Activation Map (CAM) heatmap visualization of an input image as one tunes the strength of perturbation applied to generate the adversarial example, all rendered in real-time.
github-hack
Hack the contribution graph of your GitHub using this simple python code (Strictly for academic purposes)
Python
All Algorithms implemented in Python