Repositories list

• code2seq

  Public
  Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

  codefromof+ 6

  codefromofstructuredsequencesrepresentationsgeneratingiclr2019code2seq

  Python

  •

  MIT License

  •165•564•8•5•Updated Jul 12, 2025Jul 12, 2025

• layer_norm_expressivity_role

  Public
  Code for the paper "On the Expressivity Role of LayerNorm in Transformers' Attention" (Findings of ACL'2023)

  transformersattentionlayer-normalization+ 1

  transformersattentionlayer-normalizationlayernorm

  Python

  •3•57•1•0•Updated Sep 27, 2024Sep 27, 2024

• RASP

  Public
  An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"

  Python

  •

  MIT License

  •34•327•1•0•Updated Sep 16, 2024Sep 16, 2024

• c3po

  Public
  Code for the paper "A Structural Model for Contextual Code Changes"

  programming-languagec3poeditcompletions

  programming-languagec3poeditcompletions

  Python

  •

  MIT License

  •11•32•0•1•Updated Oct 25, 2023Oct 25, 2023

• code2vec

  Public
  TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

  learningcodedistributed+ 4

  learningcodedistributedofrepresentationstechnioncode2vec

  Python

  •

  MIT License

  •292•1.1k•26•3•Updated Sep 20, 2023Sep 20, 2023

• slm-code-generation

  Public
  TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)

  languagecodemodels+ 5

  languagecodemodelssourcecodegenstructuralicml2020anycodegen

  Java

  •

  MIT License

  •15•92•3•5•Updated May 20, 2022May 20, 2022

• atam

  Public
  Example programs for ATAM

  C

  •0•3•0•0•Updated May 14, 2022May 14, 2022

• bottleneck

  Public
  Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

  graphnetworksof+ 7

  graphnetworksoftheneuralbottleneckongnnsover-squashingoversquashing

  Python

  •

  MIT License

  •23•100•0•0•Updated Apr 25, 2022Apr 25, 2022

• how_attentive_are_gats

  Public
  Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

  graphpytorchattention+ 8

  graphpytorchattentionnetworkshowaregraph-attention-networksgraph-neural-networksgatattentive+ 1

  Python

  •40•364•4•0•Updated Apr 5, 2022Apr 5, 2022

• PigeonJS

  Public
  Demonstration of the path-extraction process shown in the paper "A General Path-Based Representation for Predicting Program Properties"

  JavaScript

  •1.2k•24•0•0•Updated Aug 21, 2021Aug 21, 2021

• RASP-exps

  Public
  Code for running the transformers in the ICML 2021 paper "Thinking Like Transformers"

  Python

  •2•18•0•0•Updated Jun 28, 2021Jun 28, 2021

• pldi-utils

  Public
  hacks and scripts that are useful for chairing PLDI

  Python

  •0•0•0•0•Updated May 13, 2021May 13, 2021

• Nero

  Public
  Code and resources for the paper: "Neural Reverse Engineering of Stripped Binaries using Augmented Control Flow Graphs"

  Python

  •

  GNU General Public License v3.0

  •23•211•0•0•Updated May 10, 2021May 10, 2021

• RNN_to_PRS_CFG

  Public
  Implementation of TACAS 2021 paper, "Extrapolating CFGs from RNNs"

  Python

  •2•9•0•0•Updated Jan 20, 2021Jan 20, 2021

• adversarial-examples

  Public
  Code for the paper: "Adversarial Examples for Models of Code"

  Python

  •

  MIT License

  •13•19•5•0•Updated Nov 16, 2020Nov 16, 2020

• safe

  Public
  SAFE static analysis tools

  Java

  •10•12•3•1•Updated Apr 16, 2020Apr 16, 2020

• weighted_lstar

  Public
  implementation for "learning weighted deterministic automata from queries and counterexamples", neurips 2019

  Python

  •5•18•0•0•Updated Jan 8, 2020Jan 8, 2020

• id2vec

  Public
  Python

  •4•11•2•0•Updated Dec 31, 2019Dec 31, 2019

• lstar_extraction

  Public
  implementation of ICML 2018 paper, Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples

  Jupyter Notebook

  •21•77•0•0•Updated Dec 3, 2019Dec 3, 2019

• differential

  Public
  differential

  C

  •6•12•1•1•Updated Oct 30, 2019Oct 30, 2019

• counting_dimensions

  Public
  demonstration for our ACL 2018 paper, "On the Practical Computational Power of Finite Precision RNNs for Language Recognition"

  Jupyter Notebook

  •4•11•0•0•Updated May 26, 2019May 26, 2019

• prime

  Public
  Java

  •5•14•0•0•Updated Jul 12, 2016Jul 12, 2016

• esh

  Public
  statistical similarity of binaries (Esh)

  C#

  •13•74•1•0•Updated Jul 1, 2016Jul 1, 2016

• elasticsearch

  Public
  Open Source, Distributed, RESTful Search Engine

  Java

  •

  Apache License 2.0

  •26k•2•0•0•Updated Sep 22, 2015Sep 22, 2015

• TRACY

  Public
  TRACY

  Python

  •

  Other

  •14•9•0•0•Updated May 15, 2014May 15, 2014