Shuvam DasWeather Prediction using storm images (Part 3: Hyperparameter tuning and kernel testing)Gaussian Process Regression: Fitting and PredictingApr 19, 2023Apr 19, 2023
Shuvam DasWeather Prediction using storm images (Part 2: Model training and feature training)ModelApr 11, 2023Apr 11, 2023
Shuvam DasWeather Prediction using storm images (Part 1: Problem statement and dataset discussion)Aim: Enhancing Storm Prediction Accuracy through Satellite Image-Based Wind Speed Forecasting using Gaussian Process RegressorApr 2, 2023Apr 2, 2023
Shuvam DasImplementation of ResNet Architecture for CIFAR-10 and CIFAR-100 Datasets.Introduction:Mar 27, 2023Mar 27, 2023
Shuvam DasImplementing DenseNet-121 in PyTorch: A Step-by-Step GuideThis article explains the DenseNet architecture, a convolutional neural network (CNN), and how to implement it in a step by step way.Mar 19, 2023Mar 19, 2023
Shuvam DasPV Solar module anomaly detection interactive applicationUtilizing Different Libraries in Python to Perform a Specific TaskMar 14, 2023Mar 14, 2023
Shuvam DasOptimization Algorithms and Interactive Visualization (Part 2)Defining the Adamax optimization algorithm for numerical optimization in Python. (Equation explanation)Mar 13, 2023Mar 13, 2023
Shuvam DasOptimization Algorithms and Interactive Visualization (Part 1)Algorithms for optimizationMar 7, 20231Mar 7, 20231
Shuvam DasOpen Catalyst Project: Using Machine Learning to Accelerate the Search for Low-Cost Catalysts for…Advancements in Computational Chemistry and Machine Learning for Hydrogen Storage Material DiscoveryFeb 26, 2023Feb 26, 2023
Shuvam DasOpen Catalyst Project: Using Machine Learning to Accelerate the Search for Low-Cost Catalysts for…Machine Learning for Identifying Catalysts and Materials for Renewable Energy StorageFeb 23, 20231Feb 23, 20231