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bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

cg

cg_prepro_transfer

classify_rhyme

data_science

g2p-seq2seq

G2P with Tensorflow

gc_transfer

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

hf_transfer

keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

ml_project

nmt

TensorFlow Neural Machine Translation Tutorial

opendiabetes

reinforcement

rhyme_classifier

semsec

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

Computation using data flow graphs for scalable machine learning

texar

Toolkit for Text Generation and Beyond

tf-estimator-basics

Train, predict, export and reload a tf.estimator for inference

thesis

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tud_lm