This is your work, valued

Goa, India

Tirtharaj Dash

Expert
@tirtharajdash

I work on Neurosymbolic AI, Deep Learning, and AI for Science.

tirtharajdash.github.io

CS-F425_Deep-Learning. CS F425 Deep Learning course at BITS Pilani (Goa Campus)

114

BITS-G513_MetaLearning. Labs for the course on Meta Learning at BITS-Goa

34

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

8

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

7

VEGNN. Vertex-Enriched Graph Neural Network (VEGNN)

7

CS-F407_Artificial-Intelligence. CS F407 AI @ BITS Pilani, Goa Campus

5

LMLFStar. Generating target-specific novel lead molecules using an LLM

4

EM-Tutorial. A tutorial on Expectation Maximisation (EM) and its applications

3

ILP2018_DRM. Large Scale Assessment of Deep Relational Machines (DRM) - Classification and Regression

3

NeSy. A repository that highlights and collects several works on Neurosymbolic AI

3

Winnow-Python. Python Implementation of Nick Littlestone's Winnow Algorithm

3

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

2

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

2

TankModel-Tests. ML experiments on Tank model (some simple tests)

2

High-School-ML-Tutorial. A simple ML tutorial for RNA-seq analysis (A high-school tutorial)

1

UnitTests. Simple Python codes and functions for doing some routine tasks

1

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

1

CRM. Compositional Relational Machines (CRMs): Constructing deep neural networks that are logically explainable by design

1

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

1

tirtharajdash. Config files for my GitHub profile.

1

BlockDiagonal-Matrix. Block Diagonal Matrix construction: From a Physics Paper

1

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

1

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

1

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

1

ICANN2019_DRM. Discrete Stochastic Search for Deep Relational Machines

1

i-SVM. A simple solution to output interpretable rules from SVM

1