System for AI Education Resource.

Awesome for uni-app！ 基于Vue.js的跨平台多端应用前端框架uni-app一站式开发资源汇总

The official GitHub page for the survey paper "A Survey of Large Language Models".

Make your first open-source contribution.

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Replication package for EMNLP 2021 paper: CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization

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

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

LaTeX Thesis Template for Tsinghua University

PySonar2: a semantic indexer for Python with interprocedual type inference

Teaching and Learning Software Analysis via SVF

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

Programs for collecting well-known software repositories.

Automatic test generation for Java

Curated list of popular Java and Kotlin frameworks, libraries and tools related to software testing, quality assurance and adjacent processes automation.

Introducing CFG（control flow graph） and PDG (program dependency graph) into AST (abstract syntax tree) implementation using Java Paser and Soot

Programs for producing static and dynamic (runtime) call graphs for Java programs

Control flow graph and test requirement generation for a Java code.

PROGEX (Program Graph Extractor); a cross platform tool for extracting graphical program representations from software source code

Automatic test case generation for python and static analysis library

A neural network trained to help writing neural network code using autocomplete

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

Intro to Reinforcement Learning (强化学习纲要）

程序语言与编译技术相关资料（持续更新中）

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow