Prakhar0409/CRF-BiLSTM-NER

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Created over 6 years ago
Updated almost 6 years ago

Prakhar0409/CRF-BiLSTM-NER

Prakhar0409

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Seq2seq task (Named Entity Recognition) using BiLSTM CRF implemented in pytorch

question-generation

Neural Question Generation Model for generating reading comprehension questions from text

Log-Anomaly-Detection

End-to-end Log Anomaly system for the Nokia Log AD Challenge. 🏆 Winners

Latent-Semantic-Indexing

Vanilla implementation of a basic search engine that uses LSI to index documents and retrieve results to search queries. The repository also includes the document set used for experimentation, the benchmark queries and the results obtained on them.

papers-I-read

This is a repository under my new initiative a-paper-a-week. Look at the repository to find more.

graphNeuralNetworkCpp

The project aims to learn a mapping between a molecule and the atomic charges the atoms in it posses. Since the vanilla version of Neural networks does not support variable number of inputs/outputs as may be required for a molecule with different number of atoms, we follow a recently discovered and not so popular approach here, of the Graph Neural Network.

SimpleDB

SimpleDB is a multi-user transactional database server written in Java, which interacts with Java client programs via JDBC. It was mostly written by Edward Sciore. This repository makes addition to the basic codebase of simpleDB and adds support for timestamp datatype, between queries and creates/uses B-Tree index when asked to index a table on an attribute. Readme.txt in the code describes in short the files modified with a description on why.

Distributed-Ledger

This project implements distributed P2P protocol like the one used in Bitcoin (though uses very different ideas underneath). We have tried to ensure Virtual Synchrony, ordered multicast, 2-phase commit txns and a underlying gossip protocol to ensure that the ledger state at each node remains consistent with other non-faulty processes (no Byzantine faults). The fault model assumed is fail-stop.

mini_search_engine

COL351Tester

This is a simple python script to run automated tests for COL351 (2016-17 sem 1) assignments

Pastry-Simulator

Playing-Tak

This is an AI created to play the simple game of tak. More details to be updated soon.

ARMSim_Calculator

This project contains a calculator coded in a Assembly language (ARM).

Body-Pose-Estimation

An attempt to estimate upper body pose using kinematics tree. Done as a part of computer vision project.

Discrete-Time-Blockchain-Simulator

Data-Structures-TAship

This repository contains some of our work as TAs to the popular data structure course at IIT Delhi

GDP-Prediction-Engine

The repository implements a couple of methods in an attempt to predict the effect of climate on a country's GDP. GDA (a generative model) stands most successful and we suspect that is because of less data availability. Please find the details in the presentation and the readme from the repository

triangular_carrom

A carrom game with the board shaped in the form of a triangle. Uses Opengl for graphics. The game can be further customised by adjusting the variables like the coefficient of elasticity, the coeeficient of friction and sizes of coins and striker (Note: This project uses no game engine and all physics is implemented in the modules itslelf). Also a user control can be added with a little effort of understanding code using the commands free glut provides like the mouse pointer position and others.

armCalculator

A calculator in ARM assembly using ARMSIM.