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agents

Create agents to automate content creation

bert

TensorFlow code and pre-trained models for BERT

bert-summarization

Tensorflow implementation of an abstractive summarization model using pre-trained language models

bert_score

BERT score for text generation

bert_text_summarisation

Create a text summarisation model using BERT

data-science-course

datasets

A collection of datasets ready to use with TensorFlow

dice_genetic_private_fix

Generate Diverse Counterfactual Explanations for any machine learning model.

dlaicourse

Notebooks for learning deep learning

english_tamil_parallel_corpus

Download links for all the english_tamil parallel corpus

git-basics

ibrs-corpus

indian-parallel-corpora

models

Models and examples built with TensorFlow

neural-machine-translation-english-tamil-model

NMT models for English to Tamil translation

nmt_scripts

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

rare_air

seq2seq skeleton for summarisation and machine translation

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

summarize_or_translate_using_transformers

BERT text generation prototype for Machine translation and summarization. Inspired from https://arxiv.org/pdf/1902.09243v2.pdf

tensor2tensor

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

tensorflow

An Open Source Machine Learning Framework for Everyone

text_augmentation_using_bert

text_summarization

Summarizer using Transformer architecture

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

transformers-with-2stagedecoders

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow