CodeT5Salesforce
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About
Code for CodeT5, a new code-aware pre-trained encoder-decoder model. Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation. This is the official PyTorch implementation for the EMNLP 2021 paper from Salesforce Research. CodeT5-large-ntp-py is specially optimized for Python code generation tasks and employed as the foundation model for our CodeRL, yielding new SOTA results on the APPS Python competition-level program synthesis benchmark. This repo provides the code for reproducing the experiments in CodeT5. CodeT5 is a new pre-trained encoder-decoder model for programming languages, which is pre-trained on 8.35M functions in 8 programming languages (Python, Java, JavaScript, PHP, Ruby, Go, C, and C#). In total, it achieves state-of-the-art results on 14 sub-tasks in a code intelligence benchmark - CodeXGLUE. Generate code based on the natural language description.
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About
Reading and writing code is hard. Figstack helps you interpret the details so you can focus on building what matters. Powered by AI and trained with billions of lines of code, Figstack supercharges your ability to read and write code across languages. Having trouble understanding the program that you're looking at? Use the explain code function to explain it to you in natural language. Need to convert Python to Go or Ruby to Javascript? The language translator function lets you reliably swap from one language to another. Don't like writing documentation for your functions? Have Figstack's docstring writer craft detailed docstrings so your functions are always readable and maintainable. Measure the efficiency of your code in Big O notation using the time complexity function and see how you can optimize your program. Get the time complexity of your program. Automate documentation for your functions. Translate programming languages.
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Platforms Supported
Windows
Not Supported
Mac
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Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
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Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Developers and users interested in a solution to generate, summarize, and autocomplete code
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Audience
Developers and anyone seeking a tool to understand, translate, automate, and document code
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Pricing
No information available.
Free Version
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Free Trial
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Pricing
No information available.
Free Version
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Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Company InformationSalesforce
github.com/salesforce/CodeT5
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Company InformationFigstack
United States
www.figstack.com
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Integrations
Go
Supported
JavaScript
Supported
Python
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Ruby
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C
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C#
Supported
GitHub
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Java
Supported
PHP
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Visual Studio Code
Not Supported
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Integrations
Go
Supported
JavaScript
Supported
Python
Supported
Ruby
Supported
C
Not Supported
C#
Not Supported
GitHub
Supported
Java
Not Supported
PHP
Not Supported
Visual Studio Code
Supported
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