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Top 19 Python Code Generation Projects
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Project mention: why when I search for Python jobs I find alot! but when I search for Django (the most used Python framework ) I get few compared to spring or nodejs ? | reddit.com/r/Python | 2022-08-21
FastAPI does have an equivalent. Something like this? https://github.com/awtkns/fastapi-crudrouter
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Hissp is a Python library that can compile a whole program into one Python expression.
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convtools-ita
convtools is a python library to declaratively define conversions for processing collections, doing complex aggregations and joins.
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ONLYOFFICE
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infer-types
A CLI tool to automatically add type annotations into Python code. Must have tool for annotating existing code.
Project mention: infer-types: A CLI tool to automatically add type annotations into Python code. Must have tool for annotating existing code. | reddit.com/r/coding | 2023-02-07 -
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Project mention: I implement a fast, macro-based namedtuple works under C++11 | reddit.com/r/cpp | 2023-01-19
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docked
A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python. (by orsinium-labs)
Project mention: docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python. | reddit.com/r/coolgithubprojects | 2023-05-02 -
convtools
convtools is a specialized Python library for dynamic, declarative data transformations with automatic code generation
Project mention: What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus | reddit.com/r/Python | 2022-12-04convtools - I built this to generate ad-hoc data converters, but now what I like the most about it is the functional approach.
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Project mention: Show HN: Ipython-GPT, a Jupyter/IPython Interface to Chat GPT | news.ycombinator.com | 2023-04-15
We released ICortex ai powered python interpreter half a year ago or so: https://github.com/textcortex/icortex
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Project mention: Large Language Models Are State-of-the-Art Evaluators of Code Generation | reddit.com/r/BotNews | 2023-04-28
Recent advancements in the field of natural language generation have facilitated the use of large language models to assess the quality of generated text. Although these models have shown promising results in tasks such as machine translation and summarization, their applicability in code generation tasks remains limited without human involvement. The complexity of programming concepts required for such tasks makes it difficult to develop evaluation metrics that align with human judgment. Token-matching-based metrics, such as BLEU, have demonstrated weak correlations with human practitioners in code generation tasks. Moreover, the utilization of human-written test suites to evaluate functional correctness can be challenging in domains with low resources. To overcome these obstacles, we propose a new evaluation framework based on the GPT-3.5 (\texttt{GPT-3.5-turbo}), for code generation assessments. Our framework addresses the limitations of existing approaches by achieving superior correlations with functional correctness and human preferences, without the need for test oracles or references. We evaluate the efficacy of our framework on two different tasks and four programming languages, comparing its performance with the state-of-the-art CodeBERTScore metric, which relies on a pre-trained model. Our results demonstrate that our framework surpasses CodeBERTScore, delivering high levels of accuracy and consistency across various programming languages and tasks. We also make our evaluation framework and datasets available to the public at \url{https://github.com/terryyz/llm-code-eval}, encouraging further research in the evaluation of code generation.
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StringEncrypt-Python
StringEncrypt allows you to encrypt strings and files using a randomly generated algorithm, generating a unique decryption code (so-called polymorphic code) each time in the selected programming language.
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Project mention: [AI] Would you trust a language model that writes code? (OpenAI Codex) | reddit.com/r/programming | 2022-10-21
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taxonomy-of-concepts-for-AI
Taxonomy of common concepts based on matrices of concepts, for AI improvement
Project mention: Show HN: Answering to: 'What is the contrary of courage?' | news.ycombinator.com | 2023-03-12 -
InfluxDB
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Python Code Generation related posts
- docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python.
- docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python.
- docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python.
- docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python.
- docked: A friendly and safe alternative to Dockefile. Write Docker images using the full power of Python.
- Show HN: ICortex: LLM Powered Python Interpreter
- infer-types: A CLI tool to automatically add type annotations into Python code. Must have tool for annotating existing code.
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A note from our sponsor - Sonar
www.sonarsource.com | 2 Jun 2023
Index
What are some of the best open-source Code Generation projects in Python? This list will help you:
Project | Stars | |
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1 | fastapi-crudrouter | 1,107 |
2 | codex_py2cpp | 469 |
3 | devito | 451 |
4 | apps | 270 |
5 | hissp | 254 |
6 | yasha | 226 |
7 | convtools-ita | 181 |
8 | infer-types | 62 |
9 | paprika | 60 |
10 | reflecxx | 48 |
11 | docked | 39 |
12 | convtools | 29 |
13 | icortex | 25 |
14 | llm-code-eval | 23 |
15 | goli | 20 |
16 | StringEncrypt-Python | 16 |
17 | codex_english2python | 15 |
18 | protogen-python | 9 |
19 | taxonomy-of-concepts-for-AI | 3 |