Sangram Rout's Projects
Code base for the Grant, Morales-Nebreda, and Markov et al., “Circuits between infected macrophages and T cells in SARS-CoV-2 pneumonia” Nature (2021) paper
Machine learning tools for acoustic bird detection
Applied Machine Learning Intensive
Code for YouTube series: Deep Learning for Audio Classification
Classification of Breast Cancer diagnosis Using Support Vector Machines
A complete computer science study plan to become a software engineer.
CS224W Course Notes
CS224W Stanford Winter 2021 Homework solutions
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Example code from the book "Deep Learning for the Life Sciences"
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Entrepreneurship opportunities within energy sector
Topic Modelling for Humans
Platform for designing and evaluating Graph Neural Networks (GNN)
Tutorials for Machine Learning on Graphs
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Side channel attack on 3d printers
Keras documentation, hosted live at keras.io
Paper and odb files
My approach to CS224w [AT] Stanford 2019 : )
Python code for common Machine Learning Algorithms
Audited
Mosquito maxilla inspire Biopsy needle