Nirnay Roy's Projects
Capstone for Springboard 2019. ML techniques for summarizing emails using the Enron dataset.
There are two compressed packs. One is about feature calculating and ANN modelling (in matlab). The other is about CNN and SVM modelling (in python)
A static blog using notion database π
A blog about the most essential ingriedients for Artificial Intelligence: Natural Stupidity
The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared Task.
Deep Learning Toolkit
Personal Profile
A collection of notebooks for Natural Language Processing from NLP Town
A static blog build on top of Notion and NextJS, deployed on Vercel.
The electronic structure package for quantum computers.
Hamiltonian neural network implementation for Henon Heiles dynamical system learning mix of order and chaos
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
Create HTML profiling reports from pandas DataFrame objects
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
A Python wrapper for the ROUGE summarization evaluation package
A 2D physics engine for simulating dynamical billiards.
Turn your Python application into an Android APK
Python sample codes for robotics algorithms.
A reactive Single-Page Instagram-Clone with some new features!! πͺπΈπ - No longer maintained.
The Robot Operating System, is a meta operating system for robots.
BubbleRob ROS 2 node
An educational resource to help anyone learn deep reinforcement learning.
Reference models and tools for Cloud TPUs.
UniLM - Unified Language Model Pre-training