[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct
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Nov 1, 2024 - Python
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ai4code
Here are 16 public repositories matching this topic...
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
tree-sitter transformers code-generation code-intelligence ai4se code-understanding ai4code code-representation-learning code-learning-datasets human-eval multilingual-parsers
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May 21, 2024 - Python
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
machine-learning research tools deep-learning code software-engineering papers datasets theses ml4code tudelft ml4se ai4se ai4code llm4code
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Jul 9, 2024
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.
ai code-analysis language-server-protocol program-synthesis artificial-intelligence dataset transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm neurips-2023
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Aug 8, 2024 - Python
Open-source Self-Instruction Tuning Code LLM
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Apr 26, 2023 - Python
[EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation
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Aug 21, 2024 - Jupyter Notebook
This repository contains the core methods and models described in the paper “Represent Code as Action Sequence for Predicting Next Method Call.” It uses action sequence modeling to predict method calls in Python code based on developer intentions, treating code editing as a sequence of human-like actions.
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Sep 15, 2024 - Python
multispy is a lsp client library in Python intended to be used to build applications around language servers.
ai code-analysis language-server-protocol program-synthesis artificial-intelligence transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm large-language-model neurips-2023
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Dec 12, 2024 - Python
✅SRepair: Powerful LLM-based Program Repairer with $0.029/Fixed Bug
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Apr 22, 2024 - Python
This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
program-synthesis symbolic-regression scientific-discovery equation-discovery ai4science large-language-models ai4code ai4math llm-agent
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Nov 11, 2024 - Python
[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly
seq2seq program-analysis combinatorial-optimization adversarial-machine-learning ml4code big-code differentiable-programming code2seq ml4se ai4code
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Nov 15, 2021 - Python
[AAAI 2025] The official code of the paper "InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct"(https://arxiv.org/abs/2407.05700).
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Jul 10, 2024 - Python
This paper explores the idea of using heterogeneous graph neural networks (Het-GNN) to partition old legacy monoliths into candidate microservices. We additionally take membership constraints that come from a subject matter expert who has deep domain knowledge of the application.
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Sep 5, 2022 - Python
[SANER 2023] "CLAWSAT: Towards Both Robust and Accurate Code Models" by Jinghan Jia*, Shashank Srikant*, Tamara Mitrovska, Chuang Gan, Shiyu Chang, Sijia Liu, Una-May O'Reilly
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Dec 17, 2022 - Python
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