ruiatelsevier Goto Github PK

powerful-gnns

How Powerful are Graph Neural Networks?

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

public_plstm

Phased LSTM

pycox

Survival analysis with PyTorch

pygcn

Graph Convolutional Networks in PyTorch

pyltr

Python learning to rank (LTR) toolkit

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyspark-tutorials

Code snippets and tutorials for working with social science data in PySpark

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

rdflib

RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.

records-research

recurrent-highway-hypernetworks-nips

Cleaned original source code from my NIPS publication

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

rgat

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

rl_representations

Learning representations for RL in Healthcare under a POMDP assumption

ruiatelsevier.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

rulefit

Python implementation of the rulefit algorithm

sccaps

An interpretable deep-learning architecture of capsule networks for identifying cellular-type gene expression programs from single-cell RNA-seq data

scientificdata2021_healthgym

scikit-feature

open-source feature selection repository in python

scikit-kge

Python library to compute knowledge graph embeddings

scikit-tensor

Python library for multilinear algebra and tensor factorizations

scvi-tools

Deep generative models for single-cell omics data

semantic-hpo

Source code of "Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records". BIBM 2019.

sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

sepsisrl

Reinforcement Learning for optimal sepsis treatment policies

shap

A unified approach to explain the output of any machine learning model.