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10 search results found

Neuroseed ⭐ 64

Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)

Holoprot ⭐ 37

Multi-Scale Representation Learning on Proteins (NeurIPS 2021)

Code for "Learning Graph Cellular Automata" (NeurIPS 2021).

Graphretro ⭐ 29

Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)

Dynamic causal Bayesian optimisation

Modeling Uncertainty Local Explainability ⭐ 16

Local explanations with uncertainty 💐!

This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.

Eeg Self Supervision ⭐ 15

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Smoothmix ⭐ 13

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

This is the code of NeurIPS'21 paper "Towards Enabling Meta-Learning from Target Models".

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