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bertvsulmfit

Comparing Text Classification results using BERT embedding and ULMFIT embedding

ce7454_2019

Deep learning course CE7454, 2019

cinc-challenge2017

ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)

cogcomp-nlpy

CogComp's light-weight Python NLP annotators

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

diabetic_retinopathy

diabetic_retinopathy_detection

Code for the kaggle challenge: Diabetic Retinopathy Detection (TensorFlow)

ecg

convolutional neural network for classification of ecg data into AF/non-AF

elden

flair

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

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

image-warping

Scipy and Numpy implementation of image Warping

nlp-entity-convnet

Convolutional network for entity linking (Naacl 2016)

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nn_ner_tensorflow

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

oag

Source code and dataset for KDD 2019 paper "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs"

pnc

py_entitymatching

pytorch-examples

Simple examples to introduce PyTorch

sequence-labelling

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras

stokastik

Algorithms and Codes for my machine learning blog

tensorflow-convlstm-cell

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding