Bhargob Deka's repositories
RAG-chatbot-Speckly
This project presents a RAG chat app for the Speckle Developer Documentation.
advanced-RAG-app
This repository will consist of advanced RAG applications.
multi-agent-apps
This repository will contain projects on multi-agent applications using frameworks such as crewai, langchain, gradio, hugging face etc.
AGVI-python
This is the python package for approximate Gaussian variance inference: an analytical method for quantifying uncertainty in time series modeling
PDF-to-Text
This repository shows the various PDF-to-Text extraction tools and provides comparison on benchmarking datasets.
ATS-Resume-Analyzer
This is an ATS Resume Analyzer using the Gemini Pro model through Vertex AI and the magic of prompt engineering.
bim_ir_chat
LLM agents for BIM Information Retrieval
Deep-Ensemble
This repository shows the application of the deep ensembles method in case of multi-output regression tasks. The original code is from the PyTorch implementation by Lakshminarayanan et al. (2016) -> https://arxiv.org/abs/1612.01474
deep-ensembles
PyTorch implementation of Lakshminarayanan et. al (2016) https://arxiv.org/abs/1612.01474
LLM-Agents
This project delves into LLM-powered agents created using LangChain and LangGraph. It will contain notebooks used for my blog writing.
Real-estate-ML
This repository provides ML codes for real estate datasets.
Subspace-Inference
This repository shows the application of the subspace inference methods such as SWAG and PCA+ESS, and PCA+VI for multi-output regression tasks.
Computer-Vision
In this repository I will provide codes for performing various computer vision tasks such as classification, object detection and image segmentation.
cuTAGI
CUDA implementation of Tractable Approximate Gaussian Inference
Fine-Tuning-Tasks
This repository contains coding tutorials on fine-tuning transformer models, either full or parameter efficient.
houseplant-healthy
This is an end-to-end project for classifying whether an image of a houseplant is healthy or not (wilted)
bhargobdeka.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Generate-Images-Houseplants
This repository focuses on generating images of healthy and non-healthy houseplants using some real data with the help of Generative Adversarial Networks
GenerativeAIExamples-Nvidia
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
practical-sql-2
Code and Data for the Second Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2022).
RAG-chat-models
In this repository, I will provide different ways of building RAG chat models using the Langgchain framework.
Soccer-Analytics
Carry out soccer analytics using Python