Aravind G.'s Projects
A curated collection of machine learning engineering blogs. Contributions are welcome!
CodeBERT
Some of my assignments for the course E1 216: Computer Vision, Indian Institute of Science
Some of my assignments and projects from the course E0 251, Data Structures and Algorithms, Indian Institute of Science
My assignments for the course E0 334: Deep Learning for Natural Language Processing, at Indian Institute of Science, Bangalore
A pytorch adversarial library for attack and defense methods on images and graphs
Modeling the Duckworth-Lewis target runs predictor for the game of cricket, using the data of all ODI cricket matches from 1999 to 2011.
A model to classify whether a file has header information or not.
My solutions to the problem sets in Coursera's Programming in Go language specialization.
A toolkit for developing and comparing reinforcement learning algorithms.
Some simple java socket programs.
Modeling the spread of COVID-19 in the state of Karnataka, India
Movie recommendation system using Graph Neural Networks and Collaborative Filtering
Image Captioning using encoder-decoder models and transformers
Notebooks from the official tutorials of Pytorch, for reference purposes. The code in this repository does not belong to me, and is taken from www.pytorch.org/tutorials
A spell correction python program which I wrote in 30 minutes as part of a hands-on coding round at a startup.
Problem statement included in the repository.
Experimentation with various deep learning architectures and varied datasets for the problem of multi-class text classification.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent