Pinned Repositories
Applied-Machine-Learning
Credit-Card-Customers
Visualization of Credit Card user base using R, Ggplot2 and others packages to find trends and patterns in credit cards user-base
Fake-News-Detection
In this project, I have performed fake news detection using LSTM and achieved over 99% accuracy.
Footwear-Classification
In this project, I have performed image classification of footwear using a multilayer perceptron model. The Dataset used in this project was obtained from Kaggle - https://www.kaggle.com/datasets/hasibalmuzdadid/shoe-vs-sandal-vs-boot-dataset-15k-images
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Human-Action-Recognition
In this project, I have performed image classification of human actions using CNNs and improved the accuracy of our model using Transfer Learning.
Introduction-to-Julia
Learn the language basics in this 10-part course.
SparsePCA.jl
SparsePCA.jl is a Julia package that provides an implementation of the sparse principal component analysis (SparsePCA) algorithm.
Stock-Price-Prediction
In this project, I have performed stock price prediction of four stocks using RNNs & LSTM.
Text-Generation-using-LSTM
Text generation (abstract) using BiLSTM model.
Deepmalya3D's Repositories
Deepmalya3D/Probability-Statistics-With-R
Deepmalya3D/SparsePCA.jl
SparsePCA.jl is a Julia package that provides an implementation of the sparse principal component analysis (SparsePCA) algorithm.
Deepmalya3D/Applied-Machine-Learning
Deepmalya3D/Credit-Card-Customers
Visualization of Credit Card user base using R, Ggplot2 and others packages to find trends and patterns in credit cards user-base
Deepmalya3D/Deepmalya3D
Config files for my GitHub profile.
Deepmalya3D/Fake-News-Detection
In this project, I have performed fake news detection using LSTM and achieved over 99% accuracy.
Deepmalya3D/Footwear-Classification
In this project, I have performed image classification of footwear using a multilayer perceptron model. The Dataset used in this project was obtained from Kaggle - https://www.kaggle.com/datasets/hasibalmuzdadid/shoe-vs-sandal-vs-boot-dataset-15k-images
Deepmalya3D/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Deepmalya3D/Human-Action-Recognition
In this project, I have performed image classification of human actions using CNNs and improved the accuracy of our model using Transfer Learning.
Deepmalya3D/Introduction-to-Julia
Learn the language basics in this 10-part course.
Deepmalya3D/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Deepmalya3D/SDV-Animation
Alternate intro to the popular show Game of Thrones generated using Stable Diffusion Video and Suno AI
Deepmalya3D/Stock-Price-Prediction
In this project, I have performed stock price prediction of four stocks using RNNs & LSTM.
Deepmalya3D/Text-Generation-using-LSTM
Text generation (abstract) using BiLSTM model.
Deepmalya3D/Deterministic-Epidemic-Modelling---HIV-AIDS
Deterministic Epidemic Modelling focusing on HIV/AIDS with visualizations and its application to real-life scenarios
Deepmalya3D/Financial-Literacy-project
Hi! We are first year M.Sc. Data Science students of Chennai Mathematical Institute, India - Adarsha Mondal, Deepmalya Dutta, Roudranil Das, Shreyan Chakraborty, Ujan Dasgupta and we are conducting a survey for an academic project to judge the state of financial literacy of the general masses.
Deepmalya3D/NLP
Deepmalya3D/Numerical-Analysis
This repository contains a bunch of Numerical Analysis problems and solutions written in C language
Deepmalya3D/OMNIST
Semi-supervised learning on the Overhead-MNIST dataset.
Deepmalya3D/RPG-Game
Deepmalya3D/SPCA-Implementation
Deepmalya3D/visualization