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cs224n-stanford-winter-2019 icon cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See,感谢所有助教!

deepmrf icon deepmrf

DeepMRF (A hybrid model of deep neural network and Markov Random Field for protein design)

gremlin_pytorch icon gremlin_pytorch

a pytorch version for GREMLIN, used to predict the protein contacts by coevolution method.

igebm-pytorch icon igebm-pytorch

Implicit Generation and Generalization in Energy Based Models in PyTorch

mnist-1 icon mnist-1

Example code for training an RBM on MNIST with contrastive divergence

netsurfp-3.0 icon netsurfp-3.0

NetSurfP 3.0: Protein secondary structure and relative solvent accessibility prediction

pdb_tool icon pdb_tool

Extract structural features from original PDB file

potts icon potts

No Pseudolikelihood for Me: Training Potts Models with Contrastive Divergence for Protein Design

rbm_feature_selection icon rbm_feature_selection

📄 Official implementation regarding the paper "Binary Masking Feature Selection with Restricted Boltzmann Machines".

sccl icon sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

scikit-plot icon scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

terashuf icon terashuf

terashuf shuffles multi-terabyte text files using limited memory

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