dubeyakshat07

EspressoMind

AI-Powered Research Assistant with Automated Source Verification

sigRDF

Surrogate Interpretable Graph for Random Decision Forests for Health Informatics

Deep-Learning-powered-Auto-CodeLogic-generator-for-Julia-R-and-Python

dubeyakshat07

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

UBiQTree

A Python library for quantifying the epistemic uncertainty in SHAP-based explanations for tree ensemble models. Go beyond average feature importances and understand the reliability of your model's explanations.

EXL-EQ-2022-National-Winner

This repository contains the winning solution for the EXL EQ 2022 competition.

JournalistGPT

JournalistGPT is designed to revolutionize the way news events in India are analyzed by leveraging advanced large language models (LLMs).

LLama-Parameter-Efficient-Fine-Tuning-using-LoRA

A comprehensive workflow to fine-tune Meta's LLaMA 2 language model. Fine-tuning them on domain-specific or task-specific data enables significantly improved performance.

nestedaimodel

Conversational-Recommender-System

A chatbot developed using wit.ai API that would be able to provide recommendations for movies, songs and so on based on user input. Although, the bot does not work anymore due to changes at the API endpoint and I have decided not to maintain it anymore, yet an Idea can be derived as to how one can proceed towards developing such a bot.

COVILib-A-library-for-COVID-19-Data-Analysis-ML-and-DL

Demo-Assignments

Demo-Garbage-Classifier-Using-Contrastive-Learning

dubeyaayushi

dubeyakshat07.github.io

dubeyakshat07.github.io — the personal portfolio of Akshat Dubey, an AI researcher at Robert Koch Institute in Berlin and PhD student at Free University of Berlin. It features research projects in explainable AI (XAI), interpretable tree-based models, deep learning, computer vision, and NLP. Built with modern web tools and hosted via GitHub Pages.

gpu-hardware-profiling-and-monitoring

Hotel_booking

HPC-Prot-Bert

ivy

The Unified Machine Learning Framework

kaggle-badge

Add dynamically generated Kaggle Tier & Medals on your readme.

ollama-api

Personal-Photography

pycaret

An open-source, low-code machine learning library in Python

role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

rxn_yields

Code complementing our manuscript on the prediction of chemical reaction yields (https://iopscience.iop.org/article/10.1088/2632-2153/abc81d) and data augmentation strategies (https://doi.org/10.26434/chemrxiv.13286741).

Script-files-for-Auto-Code-Generator

Spark-NLP-for-Healthcare

vizgradcam

vizgradcam is the fastest way to visualize GradCAM with your Keras models.

Workshops