RishiDarkDevil
Aspiring ML and Quant Researcher. I have a keen interest in solving complex real-life data-driven problems. I enjoy travelling, drawing and music.
Indian Statistical InstituteKolkata, India
Pinned Repositories
daam-i2i
Diffusion attentive attribution maps for interpreting Stable Diffusion for image-to-image attention.
Design-and-Analysis-of-Algorithms
This contains my coursework for the Design and Analysis of Algorithms Course in 5th Semester of the undergraduate statistics major.
Digit-Span-Test
This is a psychological test for figuring out the capacity of Working Memory of the Human Brain.
Document-Classification
Deals with document image classification into 16 categories.
Joint-Embedding
It contains work pertaining to coming up with models for generating enriched joint embedding from textual and visual data.
Neural-Machine-Translation-English-Bengali
We explore several architechtures and techniques and try to improve English to Indian Language(Bengali) Neural Machine Translation
Neural-Uncertainty-Representation
Work related to establishing neural uncertainty as a major factor behind human emotions.
Numerical_Analysis_Projects
Numerical Analysis Projects
Text-Based-Object-Discovery
Work related to extreme classification problem of detecting objects in an image using objects present in caption.
TITAN
Large Scale Visual ObjecT DIscovery Through Text attention using StAble DiffusioN
RishiDarkDevil's Repositories
RishiDarkDevil/Numerical_Analysis_Projects
Numerical Analysis Projects
RishiDarkDevil/Design-and-Analysis-of-Algorithms
This contains my coursework for the Design and Analysis of Algorithms Course in 5th Semester of the undergraduate statistics major.
RishiDarkDevil/Alzheimers-Disease-Data-Analysis
Deals with usage of Logistic Regression to explain Alzheimer's Disease in patients and control group based on specific SNPs and other exams on the subjects.
RishiDarkDevil/Document-Classification
Deals with document image classification into 16 categories.
RishiDarkDevil/DSA-Practice
Practiced Data Structures and Algorithms problems
RishiDarkDevil/Eigenvalues
This contains implementation of eigenvalue calculation algorithms from scratch.
RishiDarkDevil/Face-Recognition-Psychology
This is my psychological analysis on how humans percieve faces and what information face gives to us. We also examine the preferences when it comes to human faces.
RishiDarkDevil/Image-Segmentation
Implementation of EM algorithm for Segmentation of Image.
RishiDarkDevil/MRI-FIle-Handling
Reading and Visualizing NIfTI Files
RishiDarkDevil/NLP-Classification-MiniTask
Mini model trained on mini dataset for classifying sentences
RishiDarkDevil/Pro-Environmental-Attitude-Analysis
Data Analysis of Pro-Environmental Attitude among College Students of India
RishiDarkDevil/Background-Subtraction-KDE
This deals with using Kernel Density Estimation to obtain fast video background subtraction for extraction of moving subjects
RishiDarkDevil/Bengali-WordNet
Word Embedding and Collocation extraction of Bengali Natural Language Texts for subsequent use in development of Bengali WordNet.
RishiDarkDevil/IBM-Quantum-Challenge-Fall-22
The repository contains the labs which were a part of the IBM Quantum Challenge Fall 2022.
RishiDarkDevil/PGM-Image-Reader
This is a program to read images of the type P5 with .pgm extension, i.e. portable gray map. It stores the pixel values as a matrix, to allow easy manipulation and image processing. To use this code you should compile(g++) and run it in the same folder as the image files. It generates the output image as "out-<filename>" in the same directory. You can include it as a header file in your other programs, to make the input and output of the image files easier.
RishiDarkDevil/Regularization-Based-Fair-Classifier
Here we deal with the issue of fairness in machine learning classification algorithm and we try to exploit regularization technique to attain fairness.
RishiDarkDevil/Statistical-Inference-Functions
Implementation of Statistical Inference Concepts for learners.
RishiDarkDevil/Stats_Project_AQI_2021
Statistical Analysis of Air Quality Index Data of India during COVID-19
RishiDarkDevil/DataFest-Integration-2023
This contains the data and the webpage information for Indian Statistical Institute, DataFest 2023
RishiDarkDevil/Distinguishing-Attack
Deals with performing distinguishing attack on some popular symmetric-key block based ciphers with machine learning.
RishiDarkDevil/Map-Location-Finder
This work is related to using Linear Statistical Model to estimate coordinate of locations on a map based on snippets.
RishiDarkDevil/Price-Interaction
This work deals with studying interaction and various other effects between prices or indices of various sectors.