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Search results for python program synthesis
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33 search results found
Pythonprogrammingpuzzles
⭐
919
A Dataset of Python Challenges for AI Research
Evalplus
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605
EvalPlus for rigourous evaluation of LLM-synthesized code
Neural Symbolic Machines
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346
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
Parsel
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319
Code for Parsel 🐍 - generate complex programs with language models
Apps
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212
APPS: Automated Programming Progress Standard (NeurIPS 2021)
Autogoal
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203
A Python framework for program synthesis with a focus on Automated Machine Learning.
Popper
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160
Popper is an inductive logic programming (ILP) system.
Spiral Tensorflow
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113
in progress
Deepcoder
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99
Deepcoder paper implementation
Repilot
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94
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"
Deep Coder
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80
Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)
Demo2program
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80
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
Program Synthesis Rl Tensorflow
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64
in progress
Neuralkanren
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60
Neural Guided Constraint Logic Programming for Program Synthesis
Monitors4codegen
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60
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.
Plur
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49
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.
Pccoder
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33
Implementation of the paper "Automatic Program Synthesis of Long Programs with a Learned Garbage Collector"
Neural_inverse_knitting
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27
Code for Neural Inverse Knitting: From Images to Manufacturing Instructions
Rulesynthesis
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26
Code for "Learning Compositional Rules via Neural Program Synthesis"
Trinity
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20
Atlas
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20
A Framework for Model-Backed Generators. Backend for AutoPandas (https://autopandas.io)
Gas
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19
Generative Art Synthesizer - a python program that generates python programs that generates generative art
Gandrl_for_nps
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16
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
Minisynth
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16
program synthesis is possible
Intention To Code Lstm
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13
Source Code Generation Based On User Intention Using LSTM Networks
Autopandas
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11
OOPSLA 2019 Artifact for AutoPandas. Website at https://rbavishi.github.io/autopandas
Pi Prl
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10
ICLR'22 Programmatic Reinforcement Learning
Mgn
⭐
7
MGN: Code repo, examples from the paper
Syn Interventions Algorithmic Recourse
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7
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Bustle
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7
Bustle: Botton-up Program Synthesis Through Learning-Guided Exploration
Chipmunk
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6
A code generator for packet-processing pipelines based on end-to-end program synthesis
Sasquatch
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5
Arcle
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5
A Gymnasium-based Environment of the Abstraction and Reasoning Corpus (ARC)
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1-33 of 33 search results
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