15 May 2023
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18 May 2022
Happy to see that Type4Py will be presented and discussed at the "Deep Learning for Big Code" seminar this month, which is organized by @the_sri_lab of ETH Zurich.
sri.inf.ethz.ch/teaching/big…
#ML4Code #DL #bigcode #ML4SE #type4py
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10 May 2022
Coming up works that I was involved in at @ICSEconf:
1. Type4Py, by @amir_mir93
2. Präzi, by @jhejderup @Inventitech
3. Codefill, by @MalihehIzadi
4. Factors affecting on-time delivery in agile, by @KulaElvan
All of them comprise my personal favourite works :-)
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25 Apr 2022
I've written a blog post to share my experience and what I learned so far about the deployment of machine learning models (with K8s). Type4Py is used as an example to explain the steps to deploy an ML model.
mirblog.net/index.php/2022/0…
#ML #MLOps #deployment #type4py #guide #K8s
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21 Apr 2022
We are proud to announce the publication of the last @FastenProject #scientific paper "Type4Py: Practical Deep Similarity Learning-Based Type Inference for Python", l.ow2.org/7q @amir_mir93 @prksch @gousiosg
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26 Feb 2022
Here is how to use Type4Py's local ML model in VS @code to add type annotations to your Python code.
The whole pipeline runs end-to-end locally on your machine. NO GPU required.
Check this out!
#ML #typeinference #vscode #type4py #python #DL #extension #ml4code #autocompletion
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26 Feb 2022
Type4Py adds type annotations to Python code:
22 Jul 2021
Check out the latest version of Type4Py's @code extension here:
marketplace.visualstudio.com…
We'd be delighted if people could test the extension and give us feedback.
#type4py #vscode #extension #python #AI #machinelearning #typeannotations #autocompletion
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21 Feb 2022
In light of our ICSE'22 paper, we have provided a Docker image for Type4Py. It contains both a pre-trained model and a Rest API to query the model. Check out the installation and usage guide here:
github.com/saltudelft/type4p…
NO GPU required.
#ML #icse #type4py #docker #typeinference
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3 Dec 2021
Also, check out the @code extension of Type4Py. It provides machine learning-based type auto-completion in VSCode for Python developers.
marketplace.visualstudio.com…
#vscode #extension #ML #types #python #AI #SE #autocompletion #dev #icse2022
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3 Dec 2021
Wanna know more about Type4Py?
1) Pre-print (not the CR version)
arxiv.org/abs/2101.04470
2) Development and Release of Type4Py (blog post)
mirblog.net/index.php/2021/0…
#type4py #paper #development #release #ML #AI #vscode #python #types #icse2022
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27 Nov 2021
Development and Release of Type4Py: Machine Learning-based Type Auto-completion for Python buff.ly/316ptAU by @amir_mir93
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18 Sep 2021
Development and Release of Type4Py: Machine Learning-Based Type Auto-Completion for Python #python mirblog.net/index.php/2021/0…
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14 Sep 2021
Development and Release of Type4Py #ML based Type Auto completion for #Python #BigData #DataScience #AI #IIoT #Python #RStats #TensorFlow #Analytics #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #100DaysofCode mirblog.net/index.php/2021/0…
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11 Sep 2021
Development and Release of Type4Py: Machine Learning-Based Type Auto-Completion for Python bit.ly/3yYATCa
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2 Sep 2021
Would you like to retrofit types to your OSS Python project? Try the Type4Py VSCode plug-in, now also in GitHub Codespaces.
Type4Py is a state of the art ML type inference model trained on all OSS Python projects arxiv.org/abs/2101.04470
(Proud to be part of this work!)
1 Sep 2021
ML-based type auto-completion now comes to your browser! The Type4Py extension is now compatible with @code web and github.dev.
Choose a Python repository of your interest and give Type4Py a try!
#type4py #vscode #web #extension #github #ML #types #python #AI #code
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26 Aug 2021
Thrilled to see that Type4Py was mentioned in the @pythonbytes podcast as a tool/library that developers can use to gradually add type annotations to their Python codebases. Many thanks to @qubitron for sharing.
youtu.be/ujxj1YX7PWM?t=2668
#type4py #ML #vscode #extension #python
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