jailukanna's Projects
dataset for Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings
Extract relevant keywords from a document.
Using word-embeddings in conjunction with clustering and PageRank style algorithms to design unsupervised tools to extract keywords from a text document.
Extract keywords from a G1 article
Different datasets for developing and testing keyword extraction algorithms
Experimenting NLP techniques to extract keywords from articles
NPM package for creating a keyword array from a string and excluding stop words.
The program will extract keywords from an article, using techniques from information retrieval and computational linguistics.
Webscrapping for newspaper articles using newspaper3k library and extracting keywords from the articles
Kid-O App helps children's aid Orgs keep an overview of their children.
Lane departure warning system is a mechanism designed to warn a driver when the vehicle begins to move out of its lane (unless a turn signal is on in that direction) on freeways. The system is designed to minimize accidents by addressing the main causes of collisions: driver error, distractions and drowsiness. The aim of this project is to implement the core algorithm of this feature which is the lane detection. The aim is to detect road lane markers in a video stream and to highlight the lane in which the vehicle is driven by detecting boundaries of the lane markers in the video.
Master in Data Science Final Project
Library to scrape and clean web pages to create massive datasets.
In this notebook i will be demonstarting Latent Dirchlet Allocation(LDA) for topic modelling. I will be using the Amazon fine food reviews dataset from Kaggle(https://www.kaggle.com/snap/amazon-fine-food-reviews) for performing LDA based topic modelling I will be using the gensim package for LDA topic modelling and pyLDAvis for visualization of LDA topic model
Our main objective is to learn step by step working code for Database creation, Table creation, Insert bulk data, Load data from PostgreSQL server.
Scrapinghub Learning Center. Report issues in Jira: Report issues in Jira: https://scrapinghub.atlassian.net/projects/WEB
Sample application for the Learning Flask course by Packt Publishing.
Python, Flask, MySQL, APIs, AJAX, OOP, Django, Deployment-related assignments and coding information.
Training a Faster R-CNN from scratch on LISA Traffic Signs dataset using TensorFlow Object Detection API
Automated Keyword Extraction from Articles using NLP
This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
This repository consists content, assignments, assignments solution and study material provided by ineoron ML masters course
This is a internship project by Career Launcher.
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!