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Backtranslations of IMDB movie reviews for Data Augmentation Purposes
TensorFlow code and pre-trained models for BERT
Keras implementation of BERT with pre-trained weights
Contextual augmentation, a text data augmentation using a bidirectional language model.
taking apart BERT to better understand how to build a classifier pipeline
Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.
play paper and pencil games using GIT for educational purposes
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Source code of the experiment documented in: Pitsilis G.K, Ramampiaro, H., Langseth, H., “Detecting Offensive Language in Tweets Using Deep Learning”, 2018/1/13, arXiv preprint arXiv:1801.04433.
Data augmentation for NLP
TensorFlow Neural Machine Translation Tutorial
Open German WordNet
Programming using Python, GIT and others in science
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel), Token Classification (NER), and Question Answering. Built on top of the Hugging Face Transformer library.
An Open Source Machine Learning Framework for Everyone
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
Text Classification Algorithms: A Survey
Deep Learning models to detect hate speech in tweets
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.