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ai-models-for-bug-prediction

A repository for code risk analysis, bug prediction, software fault detection, software vulnerability detection, Quality analysis.

artifact

astminer

A library for mining of path-based representations of code (and more)

awesome-machine-learning-on-source-code-v2

A curated list of awesome research papers, datasets and software projects devoted to machine learning and source code.

code2seq

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

code2vec

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

cutkum

Thai Word-Segmentation with LSTM in Tensorflow

deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

deeplinedp

depgraph

Generate graphviz dependency graphs from large Java projects

get_ast_sbt

Make AST and SBT from java file

ghostscaffold-lstm

graph-ast

A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"

gumtree

This is the modified version of GumTreeDiff for our experiments

gumtree-1

A neat code differencing tool

gumtreediff-examples

gvae

hands-on-webscraping

This repo is a part of blog series on several web scraping projects where we will explore scraping techniques to crawl data from simple websites to websites using advanced protection.

holmes-extractor

Information extraction from English and German texts based on predicate logic

infercode

[ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees

java-to-ast-with-visualization

Java Program -> AST -> .dot -> Visualization

java_ast_generator

javalang

Java 8 parser

learning-kit

machine-learning

mocktail

A full pipeline to invoke Mocktail and use different combinations of code representations

ner-bilstm-crf-pytorch

PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.

nlp-tutorials

Tutorials For Beginners For Natural Language Processing

nlp-with-deep-learning

In this repository, i will be making some cool projects in NLP from basic to intermediate level.

simast-gcn

Turn Tree into Graph: Automatic Code Review via Simplified AST Driven Graph Convolutional Network