navneet1083

ai-assignment

ai-assignments

All Aritificial Intelligence assignments using Python2

algos

DSA based problems

AppUtils

Exposure of utils of String, Data Structures extractions

llm-usecases

Discussed about 4 use-cases or case studies. Discussed about the approaches and significance of these use-cases as these are different from others. There are several approaches available which can be done using LLM but here the approaches and it's significance could bring insightful approaches towards it's execution.

Long-Context

This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and benchmark tasks that evaluate a model’s information retrieval capabilities with context expansion. We also include key experimental results and instructions for reproducing and building on them.

qaml

This repository contains question-answers model as an interface which retrieves answers from vector database for a question. Embeddings or tokenised vector being computed using OpenAI API call which gets inserted into ChromaDB as a RAG. OpenAI API key would be required to run this service.

self-drive-car

Self Driving Car Course from udacity. This repository includes deep learning models for computer vision tasks. Computer vision includes certain techniques like transformations, kernels, region masking etc.

textsum-tune

This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.

Udacity-Natural-Language-Processing-Nanodegree

This repository contains all my solutions to the tutorials/projects of the Udacity Natural Language Processing Nanodegree

navneet1083/llm-usecases

Discussed about 4 use-cases or case studies. Discussed about the approaches and significance of these use-cases as these are different from others. There are several approaches available which can be done using LLM but here the approaches and it's significance could bring insightful approaches towards it's execution.

navneet1083/ai-assignment

navneet1083/ai-assignments

All Aritificial Intelligence assignments using Python2

navneet1083/algos

DSA based problems

navneet1083/Long-Context

This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and benchmark tasks that evaluate a model’s information retrieval capabilities with context expansion. We also include key experimental results and instructions for reproducing and building on them.

navneet1083/qaml

This repository contains question-answers model as an interface which retrieves answers from vector database for a question. Embeddings or tokenised vector being computed using OpenAI API call which gets inserted into ChromaDB as a RAG. OpenAI API key would be required to run this service.

navneet1083/self-drive-car

Self Driving Car Course from udacity. This repository includes deep learning models for computer vision tasks. Computer vision includes certain techniques like transformations, kernels, region masking etc.

navneet1083/textsum-tune

This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.

navneet1083/Udacity-Natural-Language-Processing-Nanodegree

This repository contains all my solutions to the tutorials/projects of the Udacity Natural Language Processing Nanodegree

navneet1083/BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

navneet1083/caffe

Caffe: a fast open framework for deep learning.

navneet1083/cnn

This repo will all about implementation of CNN - related stuff. All with tutorial specific

navneet1083/DeepFace

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

navneet1083/Developing-Data-Products

navneet1083/GettingAndCleaningData

Assignment for Getting and Cleaning Data

navneet1083/groc_assign

Grocery analysis as an assignment

navneet1083/ImageNet_Utils

:arrow_double_down: Utils to help download images by id, crop bounding box, label images, etc.

navneet1083/jpypub

A sample of how to use nbdev for publishing notebooks

navneet1083/kgapp

Knowledge Graph Application to visualise relationships between entities.

navneet1083/navneet1083.github.io

For portfolio.

navneet1083/page

navneet1083/PracticalMachineLearning-Coursera

Assignments related to Practical Machine Learning Courses

navneet1083/Python-tutorial

Tutorial for python related programming.

navneet1083/quantized-cnn

An efficient framework for convolutional neural networks

navneet1083/RepData_PeerAssessment1

Peer Assessment 1 for Reproducible Research

navneet1083/rnnlib

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

navneet1083/ssd-plate_detection

SSD-based plate detection

navneet1083/ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

navneet1083/thnn

neural network in lua on torch with cuda implementation

navneet1083/tutorials

Basic tutorials for learning