Efficient tree-based convolutional neural networks in TensorFlow
☆154Sep 9, 2017Updated 8 years ago
Alternatives and similar repositories for tbcnn
Users that are interested in tbcnn are comparing it to the libraries listed below
Sorting:
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Mar 25, 2023Updated 2 years ago
- ☆242Feb 14, 2024Updated 2 years ago
- Bilateral Neural Network implementation in Tensorflow☆51Mar 23, 2019Updated 6 years ago
- Functional clone detection(currently maintained version)☆34Sep 30, 2022Updated 3 years ago
- PyTorch implementation of binary tree convolution☆49Jan 3, 2020Updated 6 years ago
- ☆25Jul 12, 2017Updated 8 years ago
- A tool to convert nodes in an Abstract Syntax Tree into vector embeddings☆77Apr 25, 2022Updated 3 years ago
- ☆53Sep 11, 2021Updated 4 years ago
- A Mocktail of Source Code Representations - Consolidated Pipeline☆10Nov 6, 2022Updated 3 years ago
- ☆45Jun 22, 2022Updated 3 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Jun 28, 2021Updated 4 years ago
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆25Sep 2, 2022Updated 3 years ago
- AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used t…☆62Mar 29, 2018Updated 7 years ago
- Learning to Spot and Refactor Inconsistent Method Names☆16Sep 1, 2022Updated 3 years ago
- A Tree-LSTM-based dependency tree sentiment labeler☆15May 9, 2019Updated 6 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Nov 22, 2022Updated 3 years ago
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆564Jul 12, 2025Updated 7 months ago
- ☆121Oct 28, 2022Updated 3 years ago
- The AutoPath pipeline for similarity modeling on heterogeneous networks with automatic path discovery☆11Sep 12, 2019Updated 6 years ago
- Tree-LSTM + Self-Structured Attention -- a method to summarize textual data by topics☆10Apr 26, 2018Updated 7 years ago
- This repo is the benchmark for source code summarization on C language☆26Mar 18, 2021Updated 4 years ago
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Jan 3, 2023Updated 3 years ago
- ☆59Sep 26, 2015Updated 10 years ago
- Software defect prediction (predicting logical errors in source code files) using recurrent neural network and convolutional neural netwo…☆12Oct 16, 2020Updated 5 years ago
- Code and dataset for EMNLP 2022 Findings paper "Benchmarking Language Models for Code Syntax Understanding"☆16Oct 24, 2022Updated 3 years ago
- textual entailment with structural attentions and composition☆12Dec 20, 2016Updated 9 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- ☆11Sep 14, 2023Updated 2 years ago
- BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection☆10Oct 2, 2020Updated 5 years ago
- software defect prediction☆11Jan 2, 2023Updated 3 years ago
- Code to reproduce the experiments in the paper Open Vocabulary Learning on Source Code with a Graph-Structured Cache☆21Apr 15, 2019Updated 6 years ago
- CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure, EMNLP 2022☆13Dec 10, 2022Updated 3 years ago
- ☆14Mar 3, 2022Updated 4 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆172Apr 6, 2022Updated 3 years ago
- This is the official implementation of paper "AST-Trans: Code Summarization with Efficient Tree-StructuredAttention" acceptted in ICSE 20…☆26May 4, 2024Updated last year
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Aug 11, 2020Updated 5 years ago
- Introducing CFG（control flow graph） and PDG (program dependency graph) into AST (abstract syntax tree) implementation using Java Paser an…☆24Apr 19, 2019Updated 6 years ago
- ☆12Nov 19, 2022Updated 3 years ago
- TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"☆1,142Sep 20, 2023Updated 2 years ago