Sarthak Chaudhary's Projects
Just a Rookie Eng trying his best to be better :)
Cleaning, Testing, Training & Prediction on "CarPrice" Dataset using Linear Regression
ChromaticVision is an advanced image colorization project that uses deep learning algorithms to add color to black and white images. This project is designed to enhance the visual appeal of old or historic images by adding colors that were not originally present.
Energy Efficiency Analysis using ExtraTreesRegressor
Python Backtesting library for trading strategies
The following Python code is designed to add color to a grayscale image, effectively "colorizing" it. The code takes a black and white image as input and applies a process that adds color to it, resulting in a full-color image.
All Algorithms implemented in Java
This code reads the 'Salary_Data.csv.XLS' dataset and performs a linear regression analysis on the relationship between two variables, 'YearsExperience' and 'Salary'. It then visualizes the results using a scatter plot and regression line, and calculates various statistical measures such as correlation coefficient and R-squared value.
The Python code employs historical Bitcoin and Ethereum prices to train a neural network model for cryptocurrency trading, executing buy or sell decisions based on predicted spreads. It evaluates the strategy's performance, visualizes training progress, and prints executed trades with associated probabilities.
All Algorithms implemented in Python
This code is written in Python and is intended to remove null or missing values from a dataset.
This project can be used to scrap product's price and title from E-commerce website (Using Java).