Elham Dolatabadi's repositories

1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

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AI_Clinician

Reinforcement learning for medical decisions

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aihn-ucsd

This repo is used to release code that is generated by the AI Horizons Network as needed to supplement conference papers and workshops.

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anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

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biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

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BNE

Pretrained Biomedical Name Encoder

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bokeh

Interactive Web Plotting for Python

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colabtools

Python libraries for Google Colaboratory

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coursera

âś… Solutions to MachineLearning, DeepLearning, NeuralNetwork

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DeepLearningExamples

Deep Learning Examples

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GPclust

Clustering time series using Gaussian processes and Variational Bayes.

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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Keras-MNIST-GAN

Simple Generative Adversarial Networks for MNIST data with Keras.

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keras-visualize-activations

Activation Maps Visualization for Keras.

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KinectStreamSaver_SDK2

The Kinect Stream Application allows users to display and store the Kinect streams.

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lifelines

Survival analysis in Python

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mednli

MedNLI - A Natural Language Inference Dataset For The Clinical Domain

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Megatron-LM

Ongoing research training transformer language models at scale, including: BERT

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mimic-website

Website for the MIMIC Critical Care Database (currently version MIMIC-III)

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Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

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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.

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PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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pubmed

Tools for working with PubMed data.

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Recipes

Lasagne recipes: examples, IPython notebooks, ...

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unilm

UniLM - Unified Language Model Pre-training

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