Mayank Baranwal's repositories
Struct2Graph
A PyTorch implementation of GCN with mutual attention for protein-protein interaction prediction
DelayResolvedRL
Implementation of the DRDQN algrotihm described in our CIKM'21 paper titled "Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays"
chop
CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
CustomerSupport
Real World Examples of MDP - Customer Support
EquiBind
EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein
gemnet_pytorch
GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
gnngls
Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem
graphein
Protein Graph Library
isogcn-iclr2021
IsoGCN code for ICLR2021
litmatter
Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.
ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
neural_clbf
Toolkit for learning controllers based on robust control Lyapunov barrier functions
ode-lstms
Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
pml2-book
Probabilistic Machine Learning: Advanced Topics
Robustness
Robustness for Neural Networks
roop
one-click deepfake (face swap)
ThermodynamicsGNN
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
torchdrug
A powerful and flexible machine learning platform for drug discovery
VSR-LKH
Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem