12 best Python Coding Assessment libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Mar 14, 2023

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Python is a powerful and versatile programming language that has become a popular choice for both beginners and experienced developers. Python is a widely used general-purpose, high-level programming language. Its design philosophy emphasizes code readability, and its syntax allows programmers to express concepts in fewer lines of code. Python supports multiple programming paradigms, including object-oriented, imperative and functional programming or procedural styles. It features a dynamic type system and automatic memory management. The Python Coding Assessment libraries are the best open source software that help to create applications. It has been developed by the Python community and is completely free to download and use. Some of these libraries are designed to help with different aspects of software development, such as security and performance testing. There are several popular Python Coding Assessment open source libraries available for developers: vmaf - Perceptual video quality assessment based on multimethod fusion; drozer - The Leading Security Assessment Framework for Android; chipsec - Platform Security Assessment Framework.

vmafby Netflix

Python doticonstar image 3655 doticonVersion:v2.3.1doticon
License: Others (Non-SPDX)

Perceptual video quality assessment based on multi-method fusion.

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            vmafby Netflix

            Python doticon star image 3655 doticonVersion:v2.3.1doticon License: Others (Non-SPDX)

            Perceptual video quality assessment based on multi-method fusion.
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                      drozerby FSecureLABS

                      Python doticonstar image 2609 doticonVersion:2.4.4doticon
                      License: Others (Non-SPDX)

                      The Leading Security Assessment Framework for Android.

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                                drozerby FSecureLABS

                                Python doticon star image 2609 doticonVersion:2.4.4doticon License: Others (Non-SPDX)

                                The Leading Security Assessment Framework for Android.
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                                          chipsecby chipsec

                                          Python doticonstar image 2684 doticonVersion:1.11.0doticon
                                          License: Strong Copyleft (GPL-2.0)

                                          Platform Security Assessment Framework

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                                                    chipsecby chipsec

                                                    Python doticon star image 2684 doticonVersion:1.11.0doticon License: Strong Copyleft (GPL-2.0)

                                                    Platform Security Assessment Framework
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                                                              archerysecby archerysec

                                                              Python doticonstar image 2064 doticonVersion:v2.0.4doticon
                                                              License: Strong Copyleft (GPL-3.0)

                                                              Automate Your Application Security Orchestration And Correlation (ASOC) Using ArcherySec.

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                                                                        archerysecby archerysec

                                                                        Python doticon star image 2064 doticonVersion:v2.0.4doticon License: Strong Copyleft (GPL-3.0)

                                                                        Automate Your Application Security Orchestration And Correlation (ASOC) Using ArcherySec.
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                                                                                  Python doticonstar image 1814 doticonVersion:Currentdoticon
                                                                                  License: Permissive (Apache-2.0)

                                                                                  Convolutional Neural Networks to predict the aesthetic and technical quality of images.

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                                                                                            image-quality-assessmentby idealo

                                                                                            Python doticon star image 1814 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                            Convolutional Neural Networks to predict the aesthetic and technical quality of images.
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                                                                                                      Python doticonstar image 722 doticonVersion:v0.5doticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Implementation of NIMA: Neural Image Assessment in Keras

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                                                                                                                neural-image-assessmentby titu1994

                                                                                                                Python doticon star image 722 doticonVersion:v0.5doticon License: Permissive (MIT)

                                                                                                                Implementation of NIMA: Neural Image Assessment in Keras
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                                                                                                                          counterfitby Azure

                                                                                                                          Python doticonstar image 617 doticonVersion:v1.1.0doticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          a CLI that provides a generic automation layer for assessing the security of ML models

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                                                                                                                                    counterfitby Azure

                                                                                                                                    Python doticon star image 617 doticonVersion:v1.1.0doticon License: Permissive (MIT)

                                                                                                                                    a CLI that provides a generic automation layer for assessing the security of ML models
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                                                                                                                                              tapeby songlab-cal

                                                                                                                                              Python doticonstar image 547 doticonVersion:v0.5doticon
                                                                                                                                              License: Permissive (BSD-3-Clause)

                                                                                                                                              Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

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                                                                                                                                                        tapeby songlab-cal

                                                                                                                                                        Python doticon star image 547 doticonVersion:v0.5doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                        Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
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                                                                                                                                                                  ReconScanby RoliSoft

                                                                                                                                                                  Python doticonstar image 367 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                  Network reconnaissance and vulnerability assessment tools.

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                                                                                                                                                                            ReconScanby RoliSoft

                                                                                                                                                                            Python doticon star image 367 doticonVersion:Currentdoticon License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                            Network reconnaissance and vulnerability assessment tools.
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                                                                                                                                                                                      audit-aiby pymetrics

                                                                                                                                                                                      Python doticonstar image 264 doticonVersion:v0.1.1doticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      detect demographic differences in the output of machine learning models or other assessments

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                                                                                                                                                                                                audit-aiby pymetrics

                                                                                                                                                                                                Python doticon star image 264 doticonVersion:v0.1.1doticon License: Permissive (MIT)

                                                                                                                                                                                                detect demographic differences in the output of machine learning models or other assessments
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                                                                                                                                                                                                          piqaby francois-rozet

                                                                                                                                                                                                          Python doticonstar image 316 doticonVersion:v1.3.0doticon
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                                                                                                                                                                                                          PyTorch Image Quality Assessement package

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                                                                                                                                                                                                                    piqaby francois-rozet

                                                                                                                                                                                                                    Python doticon star image 316 doticonVersion:v1.3.0doticon License: Permissive (MIT)

                                                                                                                                                                                                                    PyTorch Image Quality Assessement package
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                                                                                                                                                                                                                              leveelogicby breinbaas

                                                                                                                                                                                                                              Python doticonstar image 0 doticonVersion:0.1.10doticon
                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                              Python code for levee assessments

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                                                                                                                                                                                                                                        leveelogicby breinbaas

                                                                                                                                                                                                                                        Python doticon star image 0 doticonVersion:0.1.10doticon License: Permissive (MIT)

                                                                                                                                                                                                                                        Python code for levee assessments
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