Arjun Majumdar's Projects
Config files for my GitHub profile.
Regression task for Auto-MPG dataset using different regression models and evaluating their performance along with feature selection
Experiments for autoencoders
Neural Networks using Bayesian Probabilistic theories
Convolutional Neural Networks for image recognition and classification
Data Oriented Programming Paradigms - Exercise 3
A comparison between ExtraTreesClassifier and RandomForestClassifier for Statlog Shuttle data set from UCI archive
Experiments and codes related to
experimenting with GitHub
Basic to advanced image processing examples
Image Search and Retrieval using Computer Vision based Deep Learning
Classification for "Iris" dataset using Neural Networks
Linear Regression using Gradient Descent
Implementing "The Lottery Ticket Hypothesis" paper by "Jonathan Frankle, Michael Carbin"
Experiments involving machine learning models
Simple and effective tools for the analysis of movement data
Optimizing Neural Networks by pruning them
Implementation of a neural network from scratch using numpy Python package
Implementations of different neural network pruning techniques
Supervised classification for Pima Diabetes dataset
Codes for different types of recommender systems
Sequence Modeling with Deep Learning
Hyperparameter Tuning for some common Spatio-Temporal Clustering algorithms
Fast Fourier Transforms and other Spectral Residual Analysis
Deep Learning using TensorFlow 2.0 examples
Self-supervised learning, semi-supervised learning, weakly-supervised learning, etc.