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deepinterests

深度有趣

deeplearning-gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019

deepphe-release

Public release of the DeepPhe analytic software

deepphe-viz

Visualization of cancer patient summaries as generated by the DeepPhe NLP tools.

diabetic-retinopathy-screening

Diabetic retinopathy screening w/ Tensorflow.

dnnsurv

esir

Extended state-space SIR epidemiological models

eyeq

EyeQ : Dataset of Retinal Image Quality Assessment

fast-bert

Super easy library for BERT based NLP models

fhir

FHIR Protocol Buffers

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

fonduer

A knowledge base construction engine for richly formatted data

fonduer-tutorials

A collection of simple tutorials for using Fonduer

fudan_mtl_reviews

TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handjointdetection

hate-speech-prediction-uncertainty

Hate Speech Classification

hiersumm

Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019

hippodeep

Brain Hippocampus Segmentation

holmes-extractor

Information extraction from English and German texts based on predicate logic

image-processing-computer-vision

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

interpret_with_rules

Code for the paper "Rule induction for global explanation of trained models"

kaggle-2019-blindness-detection

7th-place solution code for https://www.kaggle.com/c/aptos2019-blindness-detection/overview.

kaggle-aptos2019-blindness-detection

11th place solution for APTOS 2019 Blindness Detection on Kaggle (https://www.kaggle.com/c/aptos2019-blindness-detection).

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_diabetic_ram

Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination

keras-gan

Keras implementations of Generative Adversarial Networks.

libsurv

A library of survival model collection

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.