Zaki Mustafa's repositories
HASOC-2021
Identification of Conversational Hate-Speech in Code-Mixed Languages
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
hindi-offense-categorization
Automatic Hate and offense Categorization in Hindi
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.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
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
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
nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Bidirected-Search-on-Permutation
Bidirected Search permutation - description, mathematical proof and Code implementation in Python
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.
awesome-text-summarization
The guide to tackle with the Text Summarization
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.
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.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
cosine-similarity-with-tf-idf
cosine-similariy with term-frequency and inverse-document-frequency
CKY-parser
CKY algorithm implementation for given sentence and generation of parse trees
POS-tagging-with-viterbi-algorithm
POS-tagging of sentences using Hidden markov model and viterbi algorithm in Python from scratch
ngram-language-model
unigram, bigram and trigram language models on 20_newsgroup dataset
multi-nomial-naive-bayes-model
multi nomial classfication with naive bayes on 20_newsgroup dataset
NQueen-unique-key
A program in C that generates unique solution for NQueen for every unique key provided as input
protein-tracker-extension
A simple chrome extension that lets you track your protein and notify you when you reach your goal amount.
ad_jam
An adevrtising platform for local businesses built with PHP, PDO, SQL, HTML5, CSS3, SEMANTIC-UI
book-recommender
A simple javascript based book recommender system