Sangram-Rout

2020_Grant

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

acoustic-bird-detection

Machine learning tools for acoustic bird detection

applied-machine-learning-intensive

Applied Machine Learning Intensive

Audio-Classification

Code for YouTube series: Deep Learning for Audio Classification

Barrel-Throttle-body

bioinformatics2

Breast-cancer-risk-prediction

Classification of Breast Cancer diagnosis Using Support Vector Machines

coding-interview-university

A complete computer science study plan to become a software engineer.

cs224w-notes

CS224W Course Notes

Sangram-Rout/2020_Grant

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

Sangram-Rout/Audio-Classification

Code for YouTube series: Deep Learning for Audio Classification

Sangram-Rout/Barrel-Throttle-body

Sangram-Rout/bioinformatics2

Sangram-Rout/CS224W_Winter2021

CS224W Stanford Winter 2021 Homework solutions

Sangram-Rout/deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

Sangram-Rout/DeepLearningLifeSciences

Example code from the book "Deep Learning for the Life Sciences"

Sangram-Rout/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Sangram-Rout/ENTREP-474-ISEN-430-Nuvention_Energy

Entrepreneurship opportunities within energy sector

Sangram-Rout/FEA-Work

Sangram-Rout/gensim

Topic Modelling for Humans

Sangram-Rout/GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

Sangram-Rout/graphml-tutorials

Tutorials for Machine Learning on Graphs

Sangram-Rout/handson-ml2

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.

Sangram-Rout/handsonMLcolab2

Sangram-Rout/Industry-4.0

Side channel attack on 3d printers

Sangram-Rout/keras-io

Keras documentation, hosted live at keras.io

Sangram-Rout/Knitmorphs

Paper and odb files

Sangram-Rout/me314

Sangram-Rout/ML_Codes

Personal_notes and codes from Hands-on ML

Sangram-Rout/networkx

Network Analysis in Python

Sangram-Rout/node2vec

Sangram-Rout/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

Sangram-Rout/practical-ml-vision-book

Sangram-Rout/PythonRobotics

Python sample codes for robotics algorithms.

Sangram-Rout/pytorch_geometric

Graph Neural Network Library for PyTorch

Sangram-Rout/Sangram-Rout.github.io

Personal Website

Sangram-Rout/scanpy

Single-cell analysis in Python. Scales to >1M cells.

Sangram-Rout/scanpy_usage

Scanpy use cases.

Sangram-Rout/tensorboard

TensorFlow's Visualization Toolkit