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pratheeksha_nair's Projects

2048-merge icon 2048-merge

This code contains the python implementation of the merge function for the popular game 2048. It doesnot include any interface however. It is merely a function that adds together the list and returns the list you get when you swipe rows or columns in the game.

coteaching_plus icon coteaching_plus

ICML'19 How does Disagreement Help Generalization against Label Corruption?

curriculum icon curriculum

The open curriculum for learning web development

deepcare icon deepcare

A Deep Dynamic Memory Model for Predictive Medicine

etm icon etm

Topic Modeling in Embedding Spaces

google-homepage icon google-homepage

This is a part of a web development project where the google web page has been recreated using simple HTML and CSS:

gram icon gram

Graph-based Attention Model

graphdta icon graphdta

Prediction of drug–target binding affinity using graph neural networks

hgcn icon hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

hse-shad-ml icon hse-shad-ml

:mortar_board: Введение в машинное обучение. Курс от ВШЭ и ШАД на coursera.org

javaswingcalculator icon javaswingcalculator

This is a simple implementation of a basic calculator. Something that wets your hands with Java swing and GUI by implementing JPanel, JFrame and JButtons.

keras-generating-focussed-molecule-libraries icon keras-generating-focussed-molecule-libraries

Working on reimplementing the work presented by Segler et al. in "Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks" https://arxiv.org/pdf/1701.01329.pdf

lafak icon lafak

The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)

ledmatrix icon ledmatrix

This project includes a 24X6 led board which allows text to scroll through it. It makes use of an arduino kit for feeding in the code.

luke icon luke

LUKE -- Language Understanding with Knowledge-based Embeddings

mancala icon mancala

Solitaire Mancala is a game which you play by yourself. You have 6 houses and 1 store. Each house contains some number of gems. The aim of the game is to fill all the gems into the store. In one chance you may choose one of the houses, remove all the gems in that house and keep adding one to subsequent houses in counter clockwise order. Make sure the last one falls in the store. Try to fill the store.

organ icon organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

organic icon organic

Code repo for optimizing distributions of molecules.

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