rsmath
PhD student at the Kahlert School of Computing at University of Utah. PINNs are cool.
Salt Lake City
Pinned Repositories
Alternate-Reality
Recurrent Neural Networks will allow me to sample new text (essays, poems, emails) that I would have hypothetically written in New York given my four years of corpus literature as training data
atomhacks2022
Physics informed neural network example for presentation at Atomhacks 2022
Digit-Recognizer
A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented
dt-pinn
Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations
EncoderDecoder-game
Classic spy Encoder-Decoder console game made with Python
Flight-Price
A flight price estimator made with TensorFlow and Keras for the mia startup. Trained on numerous continuous and categorical variables. Ensemble neural network with Embedding layers
Personal-Bot
A bot do some everyday things for me - Tasks include browsing, opening email links, project links, and using web scraping to obtain data from multiple forums online
Predicting-Dumpsites
Using Machine Learning to predict potential illegal dumpsites around the world based on socio-economic, environmental, and geospatial features. Series of experiments conducted with Neural Networks
TicTacToe
AI implementation of the classic tic tac toe game with minimax algorithm -Project for Bronx Science Local Hack Day 2017 - Implemented in Java using Object oriented programming
policy-data-analyzer
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
rsmath's Repositories
rsmath/dt-pinn
Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations
rsmath/Digit-Recognizer
A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented
rsmath/Flight-Price
A flight price estimator made with TensorFlow and Keras for the mia startup. Trained on numerous continuous and categorical variables. Ensemble neural network with Embedding layers
rsmath/Predicting-Dumpsites
Using Machine Learning to predict potential illegal dumpsites around the world based on socio-economic, environmental, and geospatial features. Series of experiments conducted with Neural Networks
rsmath/Alternate-Reality
Recurrent Neural Networks will allow me to sample new text (essays, poems, emails) that I would have hypothetically written in New York given my four years of corpus literature as training data
rsmath/atomhacks2022
Physics informed neural network example for presentation at Atomhacks 2022
rsmath/People-Supply-Chain
My solution for the round 2 and 3 of the data science challenge of Capgemini's Tech Challenge 2018.
rsmath/ramanshsharma2806.github.io-oldwebsite
My personal website made with HTML5, CSS3, and JavaScript
rsmath/zoey
The fn+geeks community bot
rsmath/Add-Desserts
rsmath/blog
my blog
rsmath/fastbook
Draft of the fastai book
rsmath/join-fnplus-with-a-pr
Welcome to the fn+geeks community! Add yourself as a contributor 🎊here.
rsmath/MIT6.006
My notes, implementations, and some proofs for the Introduction of Algorithms class at MIT
rsmath/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
rsmath/practical-python
Practical Python Programming (course by @dabeaz)
rsmath/projects
💝 Example projects for various NLP tasks with datasets, scripts and results
rsmath/pytorch_practice
rsmath/scrape-linkedin-selenium
`scrape_linkedin` is a python package that allows you to scrape personal LinkedIn profiles & company pages - turning the data into structured json.
rsmath/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
rsmath/Workshops
rsmath/caneco
caneco.dev
rsmath/capsulenetworks
Studying and working on Capsule Neural Networks
rsmath/carlsrm.tech
rsmath/cookiecutter-modern-datascience
Start a data science project with modern tools
rsmath/cplusplus
rsmath/hello-world
rsmath/keeb
rsmath/rsmath
rsmath/rsmath.github.io
Academic website