Chaitanya Joshi (@chaitjo)
github

chaitjo

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Top repositories

1

efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks
Python
525
star
2

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
Jupyter Notebook
415
star
3

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
Python
278
star
4

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
Jupyter Notebook
188
star
5

personalized-dialog

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)
Python
132
star
6

geometric-rna-design

gRNAde: Geometric Deep Learning for RNA Design
Jupyter Notebook
110
star
7

markowitz-portfolio-optimization

Markowitz portfolio optimization on synthetic and real stocks
Python
72
star
8

lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN
Python
60
star
9

regression-stock-prediction

Predicting Google’s stock price using regression
Python
58
star
10

gated-graph-transformers

Transformers are Graph Neural Networks!
Python
49
star
11

learning-paradigms-for-tsp

Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Python
27
star
12

auto-mate-for-tinder

Use Artificial Intelligence to find promiscuous Tinder matches
CSS
23
star
13

knowledge-graphs

Building Knowledge Graphs from Unstructured Text
Jupyter Notebook
20
star
14

structured-self-attention

Keras implementation of the Structured Self-Attentive Sentence Embedding model
Python
19
star
15

flask-mongodb

A simple REST Api using Flask-Restful and MongoDB
Python
17
star
16

working-women

Code for the paper 'Working Women and Caste in India' (ICLR 2019 AI for Social Good Workshop)
Jupyter Notebook
14
star
17

music-library-ocd-fixer

Automatically fetch metadata for your music collection and rename files accordingly
Python
13
star
18

mnist-cnn-autoencoder

Using deep CNNs and stacked autoencoders to classify images of digits from the MNIST dataset
Python
7
star
19

Perceptron

Perceptron algorithm implemented from scratch
Python
5
star
20

nn-classification-and-regression

Using deep neural networks for classification and regression problems
Python
5
star
21

NTUOSS-MachineLearningWorkshop

Introductory Machine Learning workshop for NTU Open Source Society
Python
5
star
22

transformers-are-gnns

4
star
23

Velocity

A 2D lane-switching game made using the graphics.h C++ library
C++
1
star
24

PreparedForU

A simple tool for university aspirants and students in Singapore to estimate and visualize their spending based on publicly available data
Vue
1
star