Python Code Generation

Open-source Python projects categorized as Code Generation

Top 23 Python Code Generation Projects

Code Generation
  • CodeGeeX

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

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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  • OpenAgents

    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
  • CodeT5

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

  • CodeTF

    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

    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

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

  • AutoCoder

    We introduced a new model designed for the Code generation task. Its test accuracy on the HumanEval base dataset surpasses that of GPT-4 Turbo (April 2024) and GPT-4o. (by bin123apple)

  • Project mention: AIM Weekly 03 June 2024 | dev.to | 2024-06-03
  • InfluxDB

    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.

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  • devito

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

  • codex_py2cpp

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

  • apps

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

  • hissp

    It's Python with a Lissp.

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

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

  • mindflow

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

  • convtools-ita

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

  • monitors4codegen

    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 – Cross platform framework to develop Language Server Clients | news.ycombinator.com | 2024-05-10
  • balcony

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

  • duckargs

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

  • llama-github

    Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Retrieval from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.

  • Project mention: Show HN: Llama-GitHub – LLM-Powered GitHub Context Retrieval Python Library | news.ycombinator.com | 2024-06-03
  • paprika

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

  • infer-types

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

  • ice-score

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

  • reflecxx

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

  • oasis

    Local LLaMAs/Models in VSCode (by ChuloAI)

  • SaaSHub

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

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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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 - Scout Monitoring
    www.scoutapm.com | 12 Jun 2024
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Index

What are some of the best open-source Code Generation projects in Python? This list will help you:

Project Stars
1 CodeGeeX 7,853
2 OpenAgents 3,677
3 CodeT5 2,629
4 CodeTF 1,429
5 coffee 1,378
6 fastapi-crudrouter 1,336
7 AutoCoder 677
8 devito 532
9 codex_py2cpp 492
10 apps 363
11 hissp 344
12 yasha 242
13 mindflow 217
14 convtools-ita 183
15 monitors4codegen 163
16 balcony 131
17 duckargs 106
18 llama-github 90
19 paprika 77
20 infer-types 73
21 ice-score 62
22 reflecxx 55
23 oasis 51

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