Jürgen R. Plasser / ThetaPhiPsi (jplasser)

jplasser

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Location:Linz, Austria

Home Page:https://www.plasser.net

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Jürgen R. Plasser / ThetaPhiPsi's repositories

CNEP

CNEP (Contrastive Notes Events Pre-training), Contrastive Learning with Clinical Notes and Events Data Pre-training from MIMIC-III

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salmon-sea-bass-dataset

Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart

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MIMIC-III_ICU_Readmission_Analysis

This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'

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ai-for-healthcare-keras-tensorflow-2.0

Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal

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CLIP

Contrastive Language-Image Pretraining

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open_clip

An open source implementation of CLIP.

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OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

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embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

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Explainable-Automated-Medical-Coding

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

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FIDDLE

FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139

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former

Simple transformer implementation from scratch in pytorch.

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hedgehog

🦔 Bayesian networks in Python

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hopfield-layers

Hopfield Networks is All You Need

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jplasser

About me!

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jplasser.github.io

Personal Github Page

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LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

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logbert

log anomaly detection via BERT

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mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

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mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

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MIMIC_Extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

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pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

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Practical-Guide-to-Applied-Conformal-Prediction

Practical Guide to Applied Conformal Prediction, published by Packt

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python-cheatsheet

Comprehensive Python Cheatsheet

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pytorch-book

Code included in the book, PyTorch Pocket Reference

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RFR-Inpainting

The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"

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scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

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SNNs

Tutorials and implementations for "Self-normalizing networks"

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