Topic: program-synthesis Goto Github

👇 Here are 136 public repositories matching this topic...

aixcoder-plugin / nl2code-dataset
program-synthesis,Aix-bench, the Java benchmark for code synthesis problem.
Organization: aixcoder-plugin
ai code-generation program-synthesis benchmark dataset

alcides / geneticengine
program-synthesis,A Hybrid between Grammar-Guided and Strongly-Typed Genetic Programming in Python
User: alcides
genetic-programming grammar-guided-genetic-programming program-synthesis

autogoal / autogoal
program-synthesis,A Python framework for program synthesis with a focus on Automated Machine Learning.
Organization: autogoal
Home Page: https://autogoal.github.io
automl framework machine-learning optimization program-synthesis python3

baltoli / accsynt
program-synthesis,Program synthesis tools and utilities for LLVM.
User: baltoli
program-synthesis llvm

bigcode-project / bigcodebench
program-synthesis,BigCodeBench: The Next Generation of HumanEval
Organization: bigcode-project
Home Page: https://bigcode-bench.github.io/
benchmark chatgpt code-generation large-language-models program-synthesis tool-use function-calling instruction-following claude-3 gemini

budecosystem / code-millenials
program-synthesis,SOTA OpenSource code generation model on par with GPT-4 & Beating Google Gemini Ultra, Claude -2 etc.
Organization: budecosystem
code-gen code-generation large-language-models llm program-synthesis

confeitohs / arcle
program-synthesis,A Gymnasium-based Environment of the Abstraction and Reasoning Corpus (ARC)
User: confeitohs
program-synthesis reinforcement-learning-environments intelligence-testing psychometrics

cozysynthesizer / cozy
program-synthesis,The collection synthesizer
Organization: cozysynthesizer
Home Page: https://cozy.uwplse.org
program-synthesis data-structures

crazydonkey200 / neural-symbolic-machines
program-synthesis,Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
User: crazydonkey200
deep-learning deep-reinforcement-learning tensorflow program-synthesis semantic-parsing rnn reinforcement-learning

dkamm / deepcoder
program-synthesis,Deepcoder paper implementation
User: dkamm
deep-learning deepcoder program-synthesis

evalplus / evalplus
program-synthesis,Rigourous evaluation of LLM-synthesized code - NeurIPS 2023
Organization: evalplus
Home Page: https://evalplus.github.io
benchmark chatgpt gpt-4 large-language-models program-synthesis testing

evo-eval / evoeval
program-synthesis,EvoEval: Evolving Coding Benchmarks via LLM
Organization: evo-eval
Home Page: https://evo-eval.github.io/
benchmark chatgpt claude-3 gemini-pro gpt-4 large-language-models llm program-synthesis testing

evoasm / evoasm.rb
program-synthesis,An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine
Organization: evoasm
jit ruby aimgp genetic-programming genetic-algorithm program-synthesis x64 x86-64

ezelikman / parsel
program-synthesis,Code for Parsel 🐍 - generate complex programs with language models
User: ezelikman
ai lean machine-learning ml program-synthesis python robotics

fchollet / arc-agi
program-synthesis,The Abstraction and Reasoning Corpus
User: fchollet
artificial-intelligence program-synthesis psychometrics intelligence-testing

flxsosa / programsearch
program-synthesis,A public repository for "Write, Execute, Assess: Program Synthesis With a REPL" project by Kevin Ellis, Max Nye, Yewen Pu, Felix Sosa, Josh Tenenbaum, and Armando Solar-Lezama. Presented at NeurIPS 2019.
User: flxsosa
Home Page: https://papers.nips.cc/paper/9116-write-execute-assess-program-synthesis-with-a-repl
program-synthesis program-induction search repl cad constructive-solid-geometry text-editing 2d-cad 3d-cad

fuzz4all / fuzz4all
program-synthesis,🌌️Fuzz4All: Universal Fuzzing with Large Language Models
Organization: fuzz4all
Home Page: https://fuzz4all.github.io/
fuzzing large-language-models llm program-synthesis testing

google-research / plur
program-synthesis,PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.
Organization: google-research
machine-learning deep-learning program-synthesis software-engineering research

grammatech / sel
program-synthesis,Programmatic modification and evaluation of software
Organization: grammatech
Home Page: https://grammatech.github.io/sel/#Top
software-engineering source-code evolutionary-computation program-synthesis

hendrycks / apps
program-synthesis,APPS: Automated Programming Progress Standard (NeurIPS 2021)
User: hendrycks
code-generation program-synthesis

hiroakimikami / deep-coder
program-synthesis,Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)
User: hiroakimikami
chainer deep-learning deepcoder deeplearning program-synthesis

inventitech / strans
program-synthesis,Performs string manipulation tasks by learning from the provided example(s), instead of having to program them out explicitly.
User: inventitech
sed shell program-synthesis unix-command unix-cli

ise-uiuc / repilot
program-synthesis,Repilot, a patch generation tool introduced in the ESEC/FSE'23 paper "Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair"
Organization: ise-uiuc
code-generation program-repair large-language-models code-completion program-synthesis

jfeser / l2
program-synthesis,λ² is a tool for synthesizing functional programs from input-output examples.
User: jfeser
program-synthesis

logic-and-learning-lab / popper
program-synthesis,An inductive logic programming system
Organization: logic-and-learning-lab
program-synthesis program-induction inductive-logic-programming

metagol / metagol
program-synthesis,Metagol - an inductive logic programming system
Organization: metagol
inductive-logic-programming program-synthesis program-induction

microsoft / monitors4codegen
program-synthesis,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.
Organization: microsoft
Home Page: https://www.microsoft.com/en-us/research/publication/guiding-language-models-of-code-with-global-context-using-monitors/
ai ai4code codegen dataset huggingface-transformers language-server-client language-server-protocol code-completion code-generation large-language-models

microsoft / prose
program-synthesis,Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Microsoft Program Synthesis using Example SDK.
Organization: microsoft
Home Page: https://microsoft.github.io/prose/
synthesis sdk prose microsoft dotnet csharp data-transformation data-wrangling program-synthesis examples

microsoft / pythonprogrammingpuzzles
program-synthesis,A Dataset of Python Challenges for AI Research
Organization: microsoft
ai program-synthesis programming-competitions puzzles

microsoft / rat-sql
program-synthesis,A relation-aware semantic parsing model from English to SQL
Organization: microsoft
Home Page: https://arxiv.org/abs/1911.04942
program-synthesis semantic-parsing nlp question-answering dbqa nl2sql transformers

mondego / dafny-synthesis
program-synthesis,Towards AI-Assisted Synthesis of Verified Dafny Methods
Organization: mondego
Home Page: https://dafny-synthesis.web.app/
dafny llms program-synthesis program-verification

nearai / program_synthesis
program-synthesis,Program Synthesis
Organization: nearai
Home Page: http://near.ai
deep-learning program-synthesis machine-learning research-project

nerdimite / neuro-symbolic-ai-soc
program-synthesis,Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
User: nerdimite
neuro-symbolic pytorch-implementation clevr vqa reasoning neuro-symbolic-learning artificial-intelligence program-synthesis pytorch

ngsankha / rbsyn
program-synthesis,Program synthesis for Ruby
User: ngsankha
program-synthesis ruby rails ruby-on-rails

pauljblazek / deepdistilling
program-synthesis,Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform human-designed algorithms
User: pauljblazek
Home Page: https://rdcu.be/dy2Go
explainable-ai program-synthesis mechanistic-interpretability inductive-logic-programming model-distillation distilling neurosymbolic domain-adaptation out-of-distribution-generalization interpretable

praveenkulkarni1996 / awesome-program-synthesis
program-synthesis,An curated list of papers on program synthesis.
User: praveenkulkarni1996
awesome awesome-list program-synthesis

primaryobjects / ai-programmer
program-synthesis,Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
User: primaryobjects
genetic-algorithms c-sharp fitness-score ai artificial-intelligence genetic-algorithm genetic-programming programming-language genome program-synthesis

raeidsaqur / mgn
program-synthesis,Multimodal Graph Network (MGN): Code repo, examples from the paper
User: raeidsaqur
vqa compositionality program-synthesis gnn

ravichugh / sketch-n-sketch
program-synthesis,Direct Manipulation Programming for HTML/SVG
User: ravichugh
Home Page: http://ravichugh.github.io/sketch-n-sketch
live-programming direct-manipulation svg elm program-synthesis structured-editing html

rbavishi / atlas
program-synthesis,A Framework for Model-Backed Generators. Backend for AutoPandas (https://autopandas.io)
User: rbavishi
program-synthesis machine-learning generators neural-networks

rbavishi / autopandas
program-synthesis,OOPSLA 2019 Artifact for AutoPandas. Website at https://rbavishi.github.io/autopandas
User: rbavishi
program-synthesis neural-networks graph-neural-networks

shaohua0116 / demo2program
program-synthesis,An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim
User: shaohua0116
Home Page: https://shaohua0116.github.io/demo2program/
deep-learning icml icml-2018 program-synthesis video-analysis

tygus / hoogle_plus
program-synthesis,Type-driven, component based synthesis, showcasing TYpe Guided Abstract Refinement (TYGAR)
Organization: tygus
code-search haskell program-synthesis

tygus / suslik
program-synthesis,Synthesis of Heap-Manipulating Programs from Separation Logic
Organization: tygus
separation-logic program-synthesis scala smt hoare-logic deductive-reasoning

uchicago-pl / smyth
program-synthesis,Programming-by-example in a typed functional language with sketches. Smyth = Sketching + Myth.
Organization: uchicago-pl
Home Page: https://uchicago-pl.github.io/smyth
programming-by-example program-sketching program-synthesis holes

uwsampl / lakeroad
program-synthesis,FPGA synthesis tool powered by program synthesis
Organization: uwsampl
dsp fpga hardware-synthesis program-synthesis technology-mapping

volotat / arc-game
program-synthesis,The Abstraction and Reasoning Corpus made into a web game
User: volotat
Home Page: https://volotat.github.io/ARC-Game/
web-app kids-game psychometrics intelligence-testing program-synthesis game abstraction-learning

volotat / gas
program-synthesis,Generative Art Synthesizer - a python program that generates python programs that generates generative art
User: volotat
program-synthesis generative generative-art math-art math metaprogramming

wilfred / suggest.el
program-synthesis,discover elisp functions that do what you want
User: wilfred
emacs emacs-lisp program-synthesis

xionluhnis / neural_inverse_knitting
program-synthesis,Code for Neural Inverse Knitting: From Images to Manufacturing Instructions
User: xionluhnis
python bash ml deep-learning deep-neural-networks knitting program-synthesis