Ramansh Sharma's Projects
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
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Physics informed neural network example for presentation at Atomhacks 2022
my blog
caneco.dev
Studying and working on Capsule Neural Networks
Start a data science project with modern tools
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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
Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations
Classic spy Encoder-Decoder console game made with Python
Draft of the fastai book
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
Welcome to the fn+geeks community! Add yourself as a contributor πhere.
A basic Link Saver application made with HTML5, CSS3, and ES6 JavaScript
My notes, implementations, and some proofs for the Introduction of Algorithms class at MIT
Natural Language Processing Tutorial for Deep Learning Researchers
My solution for the round 2 and 3 of the data science challenge of Capgemini's Tech Challenge 2018.
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
Classic Pong game made with Python with the simplegui library provided by Rice University
Practical Python Programming (course by @dabeaz)
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
π Example projects for various NLP tasks with datasets, scripts and results
My personal website made with HTML5, CSS3, and JavaScript