Bhargob Deka (bhargobdeka)

bhargobdeka

Geek Repo

Company:@CivML-PolyMtl

Location:Montreal, Canada

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Bhargob Deka's repositories

RAG-chatbot-Speckly

This project presents a RAG chat app for the Speckle Developer Documentation.

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advanced-RAG-app

This repository will consist of advanced RAG applications.

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multi-agent-apps

This repository will contain projects on multi-agent applications using frameworks such as crewai, langchain, gradio, hugging face etc.

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AGVI-python

This is the python package for approximate Gaussian variance inference: an analytical method for quantifying uncertainty in time series modeling

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PDF-to-Text

This repository shows the various PDF-to-Text extraction tools and provides comparison on benchmarking datasets.

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ATS-Resume-Analyzer

This is an ATS Resume Analyzer using the Gemini Pro model through Vertex AI and the magic of prompt engineering.

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bim_ir_chat

LLM agents for BIM Information Retrieval

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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

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deep-ensembles

PyTorch implementation of Lakshminarayanan et. al (2016) https://arxiv.org/abs/1612.01474

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Laplace

Laplace approximations for Deep Learning.

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LLM-Agents

This project delves into LLM-powered agents created using LangChain and LangGraph. It will contain notebooks used for my blog writing.

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Real-estate-ML

This repository provides ML codes for real estate datasets.

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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.

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Computer-Vision

In this repository I will provide codes for performing various computer vision tasks such as classification, object detection and image segmentation.

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cuTAGI

CUDA implementation of Tractable Approximate Gaussian Inference

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Fine-Tuning-Tasks

This repository contains coding tutorials on fine-tuning transformer models, either full or parameter efficient.

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houseplant-healthy

This is an end-to-end project for classifying whether an image of a houseplant is healthy or not (wilted)

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AGVI-v1

The package provides a new method for the online inference of error variance parameter for both univariate and multivariate errors.

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bhargobdeka.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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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

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GenerativeAIExamples-Nvidia

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

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hands-on-llms

๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

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practical-sql-2

Code and Data for the Second Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2022).

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RAG-chat-models

In this repository, I will provide different ways of building RAG chat models using the Langgchain framework.

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Soccer-Analytics

Carry out soccer analytics using Python

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