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breakout-bot

An intelligent agent to play the Breakout game.

classifying-fashionmnist

Image Classification in Fashion MNIST dataset using CNN(PyTorch)

data-structures-implementation

Basic data structures implementation using Python.

deep-learning-specialization

Assignments Solutions, Quizzes and Projects for Deep Learning Specialization on Coursera - deeplearning.ai

diptanu-test-pypi

doc2topic

Neural topic modeling

doom-bot

An intelligent agent to play the game Doom in a 3D environment using Deep Convolutional Q Learning.

elasticsearch

Open Source, Distributed, RESTful Search Engine

epi

Solved questions of the book Elements of Programming Interview.

farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

fbert

BERT model re-trained on MLM HateXplain dataset

germeval-2018-data

This repository contains all manually labeled data from the GermEval-2018 shared task.

hatexplain-dataset

image-classifier

Built image classification deep learning architectures - AlexNet, VGG16, and ResNet using transfer learning and fine-tuning in PyTorch. Final model accuracies achieved are AlexNet-81.2%, VGGNet-85.6%, ResNet-84.7% on 10K test images.

imdb-data-mining

Schema to store the IMDB data efficiently using PostgreSQL and MongoDB. Perform data cleaning and integration, functional dependency mining, k-means clustering and itemset mining on the dataset.

kibana

Your window into the Elastic Stack

language-identification

Detect the text language automatically using a bigram model, Support Vector Machines, and Artifical Neural Networks. The model is trained using the WiLI-2018 benchmark dataset, and the highest accuracy achieved on the test dataset is 99.7% with paragraph text.

lyrics-emotion-detection

Single-label and multi-label classifiers to detect emotions in lyrics achieved 0.65 and 0.82 F1 scores respectively.

mad

MAD: A Multi-task Aggression Detection Framework

multi-threading

Multi-threading exercises using Java.

network-programming

Network programming in JAVA for one-way and two-way communication between server and client.

ontology-design

CS Department Ontology

personal-website-repo

Personal website template / backup - 20 Nov 2019.

react-crash-2021

Task tracking application from the React crash course

social-media-polarization

MS Thesis: Polarization in fake news and offensive language in Social Media - Twitter, Facebook, Blogs.

stanford-university-machine-learning

Homework Solutions and Quizzes in Machine Learning course by Stanford Online - Andrew NG on Coursera.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.