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allanlab

Allan Lab website

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-network-embedding

A curated list of network embedding techniques.

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

data-science-tutorials

deep-learning-nano-foundation

Udacity's Deep Learning Nano Foundation program.

doccano

Open source annotation tool for machine learning practitioners.

entity-linking-recent-trends

Recent trends of Entity Linking, Disambiguation, and Representation.

entitykb

Python toolkit for the rapid development of custom knowledge bases.

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

foodon

The core repository for the FOODON food ontology project. This holds the key classes of the ontology; larger files and the results of text-mining projects will be stored in other repos.

gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

german-nlp

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

german-wikipedia-text-corpus

This is a german text corpus from Wikipedia. It is cleaned, preprocessed and sentence splitted. It's purpose is to train NLP embeddings like fastText or ELMo Deep contextualized word representations.

german_stopwords

Extended list of German stopwords for use in Web Projects, Search Engines or every thing else.

kubernetes-sandbox

Interactive Scenarios for Kubernetes.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

lkgt

ISWC 2020 Tutorial: How to build large knowledge graphs efficiently (LKGT)

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

mlflow-docker

Production ready docker-compose configuration for ML Flow with Mysql and Minio S3

onlineseg

p-20-evaluation-of-snn-robustness

Master thesis repository: Empirical study on deep learning robustness against adversarial examples

projects

🪐 End-to-end NLP workflows from prototype to production

py-ms-cognitive

Thin wrapper for the Microsoft Cognitive Services

pypads-onto

Extension for ontology integrations

python-twitter

A Python wrapper around the Twitter API.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

re-context-or-names

Bert-based models(BERT, MTB, CP) for relation extraction.

recipenlg

Set of scripts and notebooks used to produce results visible in RecipeNLG paper