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johnnypeng18's Projects

apibench icon apibench

APIBench is a benchmark for evaluating the performance of API recommendation approaches released in the paper "Revisiting, Benchmarking and Exploring APIRecommendation: How Far Are We?".

cauldron icon cauldron

Interactive computing for complex data processing, modeling and analysis in Python 3

coach icon coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

fastdfs icon fastdfs

FastDFS is an open source high performance distributed file system (DFS). It's major functions include: file storing, file syncing and file accessing, and design for high capacity and load balance.

hityper icon hityper

This is the tool released in ICSE 2022 paper "Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python"

metadata-check icon metadata-check

Tests to perform on the iRODS metadata for a BAM file, versus the information in the file header

pyconf icon pyconf

This is the artifact released in the ICSE'24 paper "Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem".

system-l icon system-l

a simple script of formal logic calculation based on L-system

typefix icon typefix

This is the tool released in ICSE 2024 paper "Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors".

typegen icon typegen

This is the tool released in the ASE'23 paper "Generative Type Inference for Python".

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