code-summarization

A maintained ctags implementation

Visual Studio Code extension to quickly generate docstrings for python functions using AI(NLP) technology.

CodeWhisper: AI-Powered End-to-End Task Implementation & blazingly fast Codebase-to-LLM Context Bridge

Language Model for Mainframe Modernization

Transformer-based approaches for an efficient docstrings generation on a piece of Python's code.

Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.

Summarize and collect into a DB a collection of LeetCode problems (Description, Solutions, Code, Analysis)

[ICLR 2024] Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain

a bro who codes with you

Code and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.

CLAMS API Summarizer

A tool for obtaining natural language summaries of Python functions.

A CLI tool to transform a codebase into a single, LLM-optimized markdown file. Intelligently samples content, removes duplicates, and controls token budgets to create perfect context for AI assistants

A command-line tool written in Go that analyzes Git repositories, local directories, or individual files and generates a structured, LLM-friendly text digest of their content.

📝 Counts how many lines of code (LOC/SLOC) are in a code base, by programming language.

Maven plugin for generating hierarchical AI-readable code index trees using llama.cpp-compatible local models.

VSCode extension for Roosterize, a tool for suggesting lemma names in Coq

Domain-specific adaptation of CodeT5 for Python docstring generation. Compares pre-trained vs fine-tuned performance using NLP metrics (ROUGE, METEOR, BERTScore), showing significant improvements after targeted training.

Snapshot an entire repo or directory as plaintext on the clipboard and paste to your favorite AI tool!