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A simple example for how to build your own model using AllenNLP as a dependency.
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
An algorithm for cross-domain NL2SQL
MovieLens 20M
Useful Online Tools
PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
Graph Convolutional Networks in PyTorch
The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
A relation-aware semantic parsing model from English to SQL
For paper: Re-appraising the Schema Linking for Text-to-SQL
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge
Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"
Author implementation of Global Reasoning over Database Structures for Text-to-SQL Parsing
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task
A collection of datasets that pair questions with SQL queries.
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.