#type4py search results
Check out the latest version of Type4Py's @code extension here: marketplace.visualstudio.com/items?itemName… We'd be delighted if people could test the extension and give us feedback. #type4py #vscode #extension #python #AI #machinelearning #typeannotations #autocompletion
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
The preview of Type4Py's @code extension had around 50K impressions on Twitter. We're grateful and this motivates us to work harder and release the first version of the extension for beta testing before next Mon. #type4py #vscode #extension #python #machinelearning #types #AI
So far, one of the best things I've learned during my PhD was to deploy and scale a pre-trained deep learning model, #Type4Py, on a Kubernetes cluster. This enables handling type prediction requests from @code and also a REST API endpoint. #ML #DL #model #deployment #k8s #scaling
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… #type4py #paper #development #release #ML #AI #vscode #python #types #icse2022
Wanna know about the design, implementation, and deployment of Type4Py? An ML-powered type auto-completion for Python. Check out my blog post! mirblog.net/index.php/2021… #type4py #machinelearning #ML #design #development #deployment #release #python #vscode #extension #AI #post
It makes my day when I see my research work, #type4py, was evaluated independently by other researchers. #phd #research
If you wanna train your own model of Type4Py for type prediction, check out its open-source implementation on GitHub. github.com/saltudelft/typ… #ICSE2022 #type4py #implementation #code #model #training #dataset #ml4se #typeprediction
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/typ… NO GPU required. #ML #icse #type4py #docker #typeinference
github.com
Type4Py's Local Model
Type4Py: Deep Similarity Learning-Based Type Inference for Python - saltudelft/type4py
Glad to share that #Type4Py has been accepted at the technical track of @ICSEconf. Type4Py assists developers to retrofit types by providing ML-based type auto-completion in @code. Kudos to our fantastic team, @elatoskinas, @prksch, @gousiosg #icse2022 #paper #ML #python #types
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=… #type4py #ML #vscode #extension #python
youtube.com
YouTube
Do you dare to press "."? - Python Bytes Live Stream Episode 247
Yes! I think it'd be quite useful. Please feel free to include #Type4Py as an example. marketplace.visualstudio.com/items?itemName…
Currently, we use mypy for type-checking #type4py predictions, which is an optional step in our @code extension.
The #Type4Py's model and its pipeline are designed and developed in one year with a team of 4 people. You can check out the Type4Py's implementation and open source tools by the Software Analytics Lab of @serg_delft here: github.com/saltudelft
For deploying our #Type4Py model, we use ONNX Runtime by #Microsoft. It scales well on both CPUs and GPUs. Give it a try if you wanna deploy an ML model. #deployment #MachineLearning #DeepLearning #AI #ONNX #python #typeinference #model
We've released the #type4py's @code extension for beta testing. It's an ML-based type autocompletion for Python, which assists developers to add type annotations to their codebases. Check it out! marketplace.visualstudio.com/items?itemName… #vscode #extension #machinelearning #python #typeannotation
Type4Py vs. Tabnine: A comparison between two SOTA ML models at the type auto-completion task. Watch what ML-powered @code extensions can do! youtu.be/FSL3hvpd4cI #type4py #tabnine #ML #machinelearning #vscode #extension #comparison #python #types #autocompletion #SE #AI
youtube.com
YouTube
Type4Py vs. Tabnine: A comparison between two SOTA ML models at the...
It makes my day when I see my research work, #type4py, was evaluated independently by other researchers. #phd #research
So far, one of the best things I've learned during my PhD was to deploy and scale a pre-trained deep learning model, #Type4Py, on a Kubernetes cluster. This enables handling type prediction requests from @code and also a REST API endpoint. #ML #DL #model #deployment #k8s #scaling
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/typ… NO GPU required. #ML #icse #type4py #docker #typeinference
github.com
Type4Py's Local Model
Type4Py: Deep Similarity Learning-Based Type Inference for Python - saltudelft/type4py
If you wanna train your own model of Type4Py for type prediction, check out its open-source implementation on GitHub. github.com/saltudelft/typ… #ICSE2022 #type4py #implementation #code #model #training #dataset #ml4se #typeprediction
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… #type4py #paper #development #release #ML #AI #vscode #python #types #icse2022
Glad to share that #Type4Py has been accepted at the technical track of @ICSEconf. Type4Py assists developers to retrofit types by providing ML-based type auto-completion in @code. Kudos to our fantastic team, @elatoskinas, @prksch, @gousiosg #icse2022 #paper #ML #python #types
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
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=… #type4py #ML #vscode #extension #python
youtube.com
YouTube
Do you dare to press "."? - Python Bytes Live Stream Episode 247
Wanna know about the design, implementation, and deployment of Type4Py? An ML-powered type auto-completion for Python. Check out my blog post! mirblog.net/index.php/2021… #type4py #machinelearning #ML #design #development #deployment #release #python #vscode #extension #AI #post
Type4Py vs. Tabnine: A comparison between two SOTA ML models at the type auto-completion task. Watch what ML-powered @code extensions can do! youtu.be/FSL3hvpd4cI #type4py #tabnine #ML #machinelearning #vscode #extension #comparison #python #types #autocompletion #SE #AI
youtube.com
YouTube
Type4Py vs. Tabnine: A comparison between two SOTA ML models at the...
Yes! I think it'd be quite useful. Please feel free to include #Type4Py as an example. marketplace.visualstudio.com/items?itemName…
The #Type4Py's model and its pipeline are designed and developed in one year with a team of 4 people. You can check out the Type4Py's implementation and open source tools by the Software Analytics Lab of @serg_delft here: github.com/saltudelft
Check out the latest version of Type4Py's @code extension here: marketplace.visualstudio.com/items?itemName… We'd be delighted if people could test the extension and give us feedback. #type4py #vscode #extension #python #AI #machinelearning #typeannotations #autocompletion
We've released the #type4py's @code extension for beta testing. It's an ML-based type autocompletion for Python, which assists developers to add type annotations to their codebases. Check it out! marketplace.visualstudio.com/items?itemName… #vscode #extension #machinelearning #python #typeannotation
The preview of Type4Py's @code extension had around 50K impressions on Twitter. We're grateful and this motivates us to work harder and release the first version of the extension for beta testing before next Mon. #type4py #vscode #extension #python #machinelearning #types #AI
For deploying our #Type4Py model, we use ONNX Runtime by #Microsoft. It scales well on both CPUs and GPUs. Give it a try if you wanna deploy an ML model. #deployment #MachineLearning #DeepLearning #AI #ONNX #python #typeinference #model
Currently, we use mypy for type-checking #type4py predictions, which is an optional step in our @code extension.
We will publish the latest version of #type4py paper next week on arXiv, which contains recent results and improvements.
Here is the preview of the VSCode extension for #Type4Py, a deep similarity learning-based type inference for Python. Joint work with @elatoskinas, @prksch, @gousiosg. Stay tuned for the public release! #machinelearning #typeinference #python #vscode #extension #ML4SE
Check out the latest version of Type4Py's @code extension here: marketplace.visualstudio.com/items?itemName… We'd be delighted if people could test the extension and give us feedback. #type4py #vscode #extension #python #AI #machinelearning #typeannotations #autocompletion
So far, one of the best things I've learned during my PhD was to deploy and scale a pre-trained deep learning model, #Type4Py, on a Kubernetes cluster. This enables handling type prediction requests from @code and also a REST API endpoint. #ML #DL #model #deployment #k8s #scaling
The preview of Type4Py's @code extension had around 50K impressions on Twitter. We're grateful and this motivates us to work harder and release the first version of the extension for beta testing before next Mon. #type4py #vscode #extension #python #machinelearning #types #AI
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