Sourish Ray's Projects
The aim is to build a regression model to forecast house prices using the boston-house price dataset
Understanding git
A repository to understand C++ STL and use it in coding interviews and coding contests.
Hand Detection Module with OpenCV and MediaPipe is a project aimed at providing an efficient and accurate solution for real-time hand detection and tracking. By leveraging the power of OpenCV and the MediaPipe framework, this module enables applications that require live hand tracking, gesture recognition, and multi-hand tracking
This GitHub project focuses on the detection of malaria-infected cells using Convolutional Neural Networks (CNNs) and explores the effectiveness of transfer learning using popular architectures such as VGG16, VGG19, and ResNet.
This Movie Recommender System is an advanced recommendation engine that suggests personalized movie recommendations to users based on their preferences and viewing history. It utilizes content-based filtering techniques and machine learning algorithms to generate accurate and relevant movie recommendations.
This project is a deep learning model implementation for the MNIST dataset classification using residual connections
A Naive Bayes spam/ham classifier based on Bayes' Theorem. A bunch of emails is first used to train the classifier and then a previously unseen record is fed to predict the output.
Project about analyzing and backtesting Indian F&O stocks using technical indicators, momentum strategy, stop loss mechanism, rebalancing, and Pyfolio integration.
This project, utilizes stacked LSTM neural networks to forecast stock prices based on historical time series data. By analyzing trends and patterns, preprocessing the data, training the model, and generating future predictions, this project provides insights for traders, investors, and financial analyst