Ramansh Sharma's repositories
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
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
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
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
People-Supply-Chain
My solution for the round 2 and 3 of the data science challenge of Capgemini's Tech Challenge 2018.
ramanshsharma2806.github.io-oldwebsite
My personal website made with HTML5, CSS3, and JavaScript
join-fnplus-with-a-pr
Welcome to the fn+geeks community! Add yourself as a contributor 🎊here.
ramanshsharma2806.github.io
Academic website
capsulenetworks
Studying and working on Capsule Neural Networks
cookiecutter-modern-datascience
Start a data science project with modern tools
fastbook
Draft of the fastai book
MIT6.006
My notes, implementations, and some proofs for the Introduction of Algorithms class at MIT
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
practical-python
Practical Python Programming (course by @dabeaz)
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.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch