pratheeksha_nair's repositories
Serendipitous-Clustering-for-Collaborative-Filtering
This is the code for running experiments described in the paper "A Scalable Clustering Algorithm for Serendipity in Recommender Systems" which was accepted and presented at SAREC workshop in ICDM 2018.
trafficking_kdd
Repo for reproducibility of KDD paper
GraphPolicyNetworkActiveLearning
The source code for NeurIPS 2020 paper "Graph Policy Network for Transferable Active Learning on Graphs"
coteaching_plus
ICML'19 How does Disagreement Help Generalization against Label Corruption?
DeepCare
A Deep Dynamic Memory Model for Predictive Medicine
denoising-gnn
Implementation for Denoising Graph Neural Networks
doctorai
Repository for Doctor AI project
Drug2Vec
The model of Drug2vec
ETM
Topic Modeling in Embedding Spaces
gcn_Co-Training_Self-Training
Implementation of Graph Convolutional Networks in TensorFlow
Generate-novel-molecules-with-LSTM
Novel molecules generation with LSTM
GraphDTA
Prediction of drug–target binding affinity using graph neural networks
hgcn
Hyperbolic Graph Convolutional Networks in PyTorch.
hse-shad-ml
:mortar_board: Введение в машинное обучение. Курс от ВШЭ и ШАД на coursera.org
hydejack
"Best Jekyll Theme by a Mile"
Keras-Generating-Focussed-Molecule-Libraries
Working on reimplementing the work presented by Segler et al. in "Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks" https://arxiv.org/pdf/1701.01329.pdf
LafAK
The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)
loss-correction
Robust loss functions for deep neural networks (CVPR 2017)
luke
LUKE -- Language Understanding with Knowledge-based Embeddings
ORGAN
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
ORGANIC
Code repo for optimizing distributions of molecules.
powerful-gnns
How Powerful are Graph Neural Networks?
sdvae
code for Syntax-Directed Variational Autoencoder that generates programs and molecues
SECOS
An unsupervised compound splitter
seq2seq-fingerprint
Official Implementation for "Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery".
SMILES-enumeration
SMILES enumeration for QSAR modelling using LSTM recurrent neural networks
SyntheticAdsGeneration
Code for adding M.Os to synthetically generated ads using GPT3.5