tirtharajdash

CS-F425_Deep-Learning

CS F425 Deep Learning course at BITS Pilani (Goa Campus)

BITS-G513_MetaLearning

Labs for the course on Meta Learning at BITS-Goa

BotGNN

BotGNN: Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment

IntroductionToDataScience

Materials (mostly Python-related) for my course "Introduction to Data Science"

VEGNN

Vertex-Enriched Graph Neural Network (VEGNN)

EM-Tutorial

A tutorial on Expectation Maximisation (EM) and its applications

ILP2018_DRM

Large Scale Assessment of Deep Relational Machines (DRM) - Classification and Regression

tirtharajdash.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

NeSy

A repository that highlights and collects several works on Neuro-Symbolic Learning

Scallop-Tutorial

I am learning Scallop, a new declarative language for symbolic reasoning

t-SNE-GenEx-Tutorial

A simple tutorial on concepts, implementation and applications of t-SNE

Winnow-Python

Python Implementation of Nick Littlestone's Winnow Algorithm

CRM

Compositional Relational Machines (CRMs)

BlockDiagonal-Matrix

Block Diagonal Matrix construction: From a Physics Paper

CopyMe

How to create/modify/copy/move files or directory with name containing mathematical evaluations

dgxtraining

High-School-ML-Tutorial

A simple ML tutorial for RNA-seq analysis (A high-school tutorial)

i-SVM

A simple solution to output interpretable rules from SVM

ICANN2019_DRM

Discrete Stochastic Search for Deep Relational Machines

Kernelised-ANFIS

Kernelised Adaptive Neuro-Fuzzy Inference System (Kernelised-ANFIS)

MAC-CR

Macrophage Polarization and Circadian Rhythm

modelStrOpt

Structure learning/optimisation of ML/DL models

N-hop-Graph-Neighborhood

Compute the N-hop neighborhoods of every nodes in a given graph

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SSL-CRM

Pre-trained Compositional Relational Machine (Pre-trained CRM)

Structural_HS

Experiment-5 from my PhD research (Don't use/copy without permission)

TAMs-CRC

An AI-assisted Investigation of Tumor Associated Macrophages and their Polarization in Colorectal Cancer

TankModel-Tests

ML experiments on Tank model (some simple tests)

tirtharajdash

Config files for my GitHub profile.

UnitTests

Simple Python codes and functions for doing some routine tasks