The Abstraction and Reasoning Corpus
翻译 - 抽象和推理语料库
#大语言模型#Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
A Dataset of Python Challenges for AI Research
翻译 - 人工智能研究的 Python 挑战数据集
Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Mi...
Direct Manipulation Programming for HTML/SVG
Performs string manipulation tasks by learning from the provided example(s), instead of having to program them out explicitly.
翻译 - 通过学习提供的示例来执行字符串处理任务，而不必显式地编程它们。
APPS: Automated Programming Progress Standard (NeurIPS 2021)
#计算机科学#Code for Parsel 🐍 - generate complex programs with language models
#自然语言处理#A relation-aware semantic parsing model from English to SQL
#计算机科学#Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
#大语言模型#[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI
#大语言模型#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 bu...
#大语言模型#multilspy is a lsp client library in Python intended to be used to build applications around language servers.
#大语言模型#🌌️Fuzz4All: Universal Fuzzing with Large Language Models
#计算机科学#A Python framework for program synthesis with a focus on Automated Machine Learning.
