zmf0507

Ship-detection-in-satellite-images

The project aims to detect ships in million pixels satellite images using different object detection algorithms. This makes use of various libraries and wrappers for object detection frameworks such as UNET, YOLO, Mask R-CNN, SSD, Faster R-CNN, RETINA-NET etc which might help beginners get started with object detection and computer vision easily.

Fake-news-classification-with-Multi-Modal-deep-learning

This repository implements the multi-modal deep learning arhcitecture published in 'SpotFake: A Multi-modal Framework for Fake News Detection' on Medieval-2015 dataset

takbot

A simple chatbot that uses the API of a popular chatbot program - o which is based on PHP and AIML. Takbot uses the API of program - o and recieves response in the form of JSON which is shown through AJAX.

book-recommender

A simple javascript based book recommender system

HASOC-2021

Identification of Conversational Hate-Speech in Code-Mixed Languages

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

zmf0507.github.io

hindi-offense-categorization

Automatic Hate and offense Categorization in Hindi

Image-retrieval-with-deep-learning

A CBIR system which leverages deep learning models such as pre-trained VGG, ResNet, MobileNet etc to recommend most similar images for the given image

IRIS

This repositiory implements various concepts and algorithms of Information Retrieval such as document classification, document retrieval, positional and logical text queries, Rocchio algorithm, retrieval evaluation metric etc.

multi-nomial-naive-bayes-model

multi nomial classfication with naive bayes on 20_newsgroup dataset

ScraML

ScraML is an implementation of various machine learning algorithms such as Logistic Regression, Decision Tree, Bagged Decision Tree, Random Forest for classification and Regression problems.

ad_jam

An adevrtising platform for local businesses built with PHP, PDO, SQL, HTML5, CSS3, SEMANTIC-UI

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Awesome-NLP-Research

awesome-text-summarization

The guide to tackle with the Text Summarization

Bidirected-Search-on-Permutation

Bidirected Search permutation - description, mathematical proof and Code implementation in Python

CKY-parser

CKY algorithm implementation for given sentence and generation of parse trees

cosine-similarity-with-tf-idf

cosine-similariy with term-frequency and inverse-document-frequency

Doc2vec-sentence-similarity

Image-retrieval-using-low-level-features-and-cosine-similarity

keyphrase-extraction

Key-phrase extraction as a sequence labelling task using BERT with Flair NLP library

Machine-Learning-Collection

Machine Learning Algorithms and Deep learning in Pytorch

ngram-language-model

unigram, bigram and trigram language models on 20_newsgroup dataset

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

NQueen-unique-key

A program in C that generates unique solution for NQueen for every unique key provided as input

POS-tagging-with-viterbi-algorithm

POS-tagging of sentences using Hidden markov model and viterbi algorithm in Python from scratch

protein-tracker-extension

A simple chrome extension that lets you track your protein and notify you when you reach your goal amount.

Unsupervised-Coarse-Object-Detection