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Amartya Das Sharma's Projects

accidents-as-anomalies icon accidents-as-anomalies

Tries to predict whether an accident is fatal or not given environmental factors, using anomaly detection techniques. Work done on the kaggle dataset available at https://www.kaggle.com/daveianhickey/2000-16-traffic-flow-england-scotland-wales

actor-gpi-v1 icon actor-gpi-v1

An actor library implemented using GPI, allowing communication with double data values.

actor-gpi-v2 icon actor-gpi-v2

An actor library implemented using GPI, allowing communication with primitive types and vectors.

autopas icon autopas

Autopas is a node-level auto-tuned particle simulation library developed in the context of the TaLPas project.

bert-practice-pytorch icon bert-practice-pytorch

Examples testing out BertForMaskedLM and BertForSequenceClassification. Uses dataset at https://archive.ics.uci.edu/ml/datasets/YouTube+Spam+Collection

ls1-mardyn icon ls1-mardyn

ls1-MarDyn is a massively parallel Molecular Dynamics (MD) code for large systems. Its main target is the simulation of thermodynamics and nanofluidics. ls1-MarDyn is designed with a focus on performance and easy extensibility.

nilm-from-aggregate icon nilm-from-aggregate

Tries to explore the electrical consumption data of the BLOND repository. Dataset taken from https://www.nature.com/articles/sdata201848#Sec1

nxntictactoe icon nxntictactoe

AI opponent to play tic-tac-toe with, featuring complete search on board with 3 levels of depth

sequent-solver icon sequent-solver

Assignment for logic course, a sequent calculus solver with defined grammar

ship-detection icon ship-detection

Ship detection using CNN implemented with Tensorflow. Uses dataset at https://www.kaggle.com/rhammell/ships-in-satellite-imagery

tangoapp icon tangoapp

A practice Xamarin app, tested on Android (very old implementation)

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