Sangram Rout's repositories
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
Audio-Classification
Code for YouTube series: Deep Learning for Audio Classification
CS224W_Winter2021
CS224W Stanford Winter 2021 Homework solutions
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
DeepLearningLifeSciences
Example code from the book "Deep Learning for the Life Sciences"
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
ENTREP-474-ISEN-430-Nuvention_Energy
Entrepreneurship opportunities within energy sector
gensim
Topic Modelling for Humans
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
graphml-tutorials
Tutorials for Machine Learning on Graphs
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.
Industry-4.0
Side channel attack on 3d printers
keras-io
Keras documentation, hosted live at keras.io
Knitmorphs
Paper and odb files
ML_Codes
Personal_notes and codes from Hands-on ML
networkx
Network Analysis in Python
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
PythonRobotics
Python sample codes for robotics algorithms.
pytorch_geometric
Graph Neural Network Library for PyTorch
Sangram-Rout.github.io
Personal Website
scanpy
Single-cell analysis in Python. Scales to >1M cells.
scanpy_usage
Scanpy use cases.
tensorboard
TensorFlow's Visualization Toolkit