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factorie

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

factorie_protobufs

Serialization and Deserialization of Factorie Documents into a lightweight protocol buffer format.

flair-pos-tagging

Flair Embeddings for PoS Tagging: A Multilingual Evaluation

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

my_transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

perceptron

relationfactory

End-to-end relation extraction and knowledge base population pipeline.

sp1718.github.io

tgen

Statistical NLG for spoken dialogue systems