ai4code

There are 2 repositories under ai4code topic.

• ise-uiuc / magicoder

  Magicoder: Source Code Is All You Need

  ai4codelarge-language-modelsllmllm4code
  Language:Python 1938

• salesforce / CodeTF

  CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

  ai4codeai4secode-generationcode-intelligencecode-learning-datasetscode-representation-learningcode-understandinghuman-evalmultilingual-parserstransformerstree-sitter
  Language:Python 1447

• replit / ReplitLM

  Inference code and configs for the ReplitLM model family

  aiai4codellm
  Language:Python 918

• saltudelft / ml4se

  A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

  ai4codeai4secodedatasetsdeep-learningllm4codemachine-learningml4codeml4sepapersresearchsoftware-engineeringthesestoolstudelft
  654

• microsoft / 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.

  aiai4codecodegendatasethuggingface-transformerslanguage-server-clientlanguage-server-protocolcode-completioncode-generationlarge-language-modelsprogram-synthesisneurips-2023neuripstransformercode-analysislsplsp-clientartificial-intelligencellm
  Language:Python 177

• FSoft-AI4Code / CodeCapybara

  Open-source Self-Instruction Tuning Code LLM

  ai4codealpacacodellminstruction-tuningllama
  Language:Python 159

• FSoft-AI4Code / TheVault

  [EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

  ai4codedatasetmultilingual-nlp
  Language:Jupyter Notebook 82

• GhabiX / SRepair

  ✅SRepair: Powerful LLM-based Program Repairer with $0.029/Fixed Bug

  automated-program-repairdefects4jllmprogram-repairai4codelarge-language-modelsllm4code
  Language:Python 41

• ALFA-group / adversarial-code-generation

  [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

  adversarial-machine-learningai4codebig-codecode2seqcombinatorial-optimizationdifferentiable-programmingml4codeml4seprogram-analysisseq2seq
  Language:Python 24

• deep-symbolic-mathematics / LLM-SR

  This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with LLMs

  equation-discoverylarge-language-modelsllm-agentprogram-synthesisscientific-discoverysymbolic-regressionai4codeai4mathai4science
  14

• Alex-Mathai-98 / Monolith-to-Microservices

  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.

  ai4codegnn-modelml4semonolith-modernization
  Language:Python 4

• wyt2000 / InverseCoder

  The official code of the paper "InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct"(https://arxiv.org/abs/2407.05700).

  llm4codesynthetic-dataai4codelarge-language-modelsllmsfinetuning
  Language:Python 4

• ALFA-group / CLAW-SAT

  [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

  adversarial-attacksadversarial-robustnessai4codecontrastive-learningjavaml4codepython
  Language:Python