Top 23 Python Code Generation Projects

• CodeGeeX

  9 7,751 2.0 Python

  CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

  

Project mention: For Developers - THUDM/CodeGeeX: CodeGeeX: An Open Multilingual Code Generation Model | /r/OfflineAI | 2023-05-20

• OpenAgents

  3 3,388 8.2 Python

  OpenAgents: An Open Platform for Language Agents in the Wild

  

Project mention: [D] github repositories for ai web search agents | /r/MachineLearning | 2023-12-09

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• CodeT5

  9 2,588 6.3 Python

  Home of CodeT5: Open Code LLMs for Code Understanding and Generation

  

Project mention: AI Weekly Rundown (May 13 to May 19) : News from ChatGPT Plugins, Hugging Face, Amazon, Microsoft, Humanoid bot, Healthcare and more. | /r/ChatGPT | 2023-05-20

CodeT5+: Open code LLMs for code understanding and generation (Link)

• CodeTF

  9 1,421 7.9 Python

  CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

  

Project mention: CodeTF: Transformer Based Library for Code Generating Language Models | /r/AutoGPT | 2023-06-16

• coffee

  4 1,340 8.8 Python

  Build and iterate on your UI 10x faster with AI - right from your own IDE ☕️

  

Project mention: AI Grant Traction in OSS Startups | dev.to | 2024-02-01

Coframe

• fastapi-crudrouter

  4 1,304 0.0 Python

  A dynamic FastAPI router that automatically creates CRUD routes for your models

• devito

  2 518 9.8 Python

  DSL and compiler framework for automated finite-differences and stencil computation

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• codex_py2cpp

  5 488 0.0 Python

  Converts python code into c++ by using OpenAI CODEX.

• apps

  1 334 0.0 Python

  APPS: Automated Programming Progress Standard (NeurIPS 2021) (by hendrycks)

• hissp

  29 331 9.1 Python

  It's Python with a Lissp.

Project mention: Hissp | news.ycombinator.com | 2023-12-17

• yasha

  1 242 0.0 Python

  A command-line tool to render Jinja templates for great good (by kblomqvist)

• mindflow

  5 215 8.7 Python

  🧠 AI-powered CLI git wrapper, boilerplate code generator, chat history manager, and code search engine to streamline your dev workflow 🌊

  

• convtools-ita

  3 183 0.0 Python

  convtools is a python library to declaratively define conversions for processing collections, doing complex aggregations and joins.

  

• balcony

  1 131 8.9 Python

  A CLI tool for easy AWS API reads. Also generates Terraform import-blocks, and actual Terraform Resource code.

• duckargs

  1 106 7.9 Python

  Code generation tool, creates python / C programs that parse command line arguments. Say bye to starting each project by reading "argparse" / "geptopt.h" docs.

• monitors4codegen

  1 105 7.5 Python

  Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

  

Project mention: Show HN: Multilspy – A library to easily use language servers to analyze code | news.ycombinator.com | 2023-11-28

• paprika

  3 77 0.0 Python

  Paprika is a python library that reduces boilerplate. Heavily inspired by Project Lombok.

• infer-types

  6 73 3.8 Python

  A CLI tool to automatically add type annotations into Python code. Must have tool for annotating existing code.

  

• ice-score

  1 60 6.5 Python

  [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code

Project mention: Large Language Models Are State-of-the-Art Evaluators of Code Generation | /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.

• reflecxx

  5 52 10.0 Python

  A static reflection framework for C++, using libclang.

• docked

  6 45 1.2 Python

  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. | /r/coolgithubprojects | 2023-05-02

• convtools

  3 38 7.2 Python

  convtools is a specialized Python library for dynamic, declarative data transformations with automatic code generation

• gopilot

  1 32 8.6 Python

  Gopilot 🤖 is a (tiny) Large Language Model, trained on Go code, on a research budget

Project mention: Show HN: Training Your Own Language Model on Your Favourite Programming Language | news.ycombinator.com | 2023-06-06

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python Code Generation related posts

• Use Coffee to iterate on your front end using AI
  1 project | news.ycombinator.com | 14 Dec 2023
• Qwikcrud - An AI-powered command-line tool that generates RESTful APIs and admin interfaces based on one-line requirement
  1 project | /r/Python | 4 Dec 2023
• OpenAgents: An Open Platform for Language Agents in the Wild
  1 project | news.ycombinator.com | 29 Oct 2023
• CodeTF: Transformer Based Library for Code Generating Language Models
  1 project | /r/AutoGPT | 16 Jun 2023
• CodeTF: Transformer Based Library for Code Generating Language Models
  1 project | /r/aipromptprogramming | 12 Jun 2023
• CodeTF: Transformer Based Library for Code Generating Language Models
  1 project | /r/AI_Agents | 12 Jun 2023
• 12-Jun-2023
  3 projects | /r/dailyainews | 12 Jun 2023
• A note from our sponsor - WorkOS
  workos.com | 24 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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