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Roadmap to becoming an Artificial Intelligence Expert in 2021
Paper Artifacts for "Aroma: Code Recommendation via Structural Code Search"
Google Colaboratory Notebooks and Repositories (by @firmai)
This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"
Set of tools to help working with "Big Code"
Materials for the Advanced Data Analysis Techniques with Apache Spark mini-course
A command line tool to mine and analyze data from version-control systems
Code Clone Detection: MLN Project
CodeBERT
Pretrained Language Models for Source code
A tool that AI automatically recommends commit messages.
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
FUNDED is a novel learning framework for building vulnerability detection models.
GitHub Search Engine: Web Application used to retrieve, store and present projects from GitHub, as well as any statistics related to them.
Script for downloading GitHub.
OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0
An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.
An implementation of model parallel GPT-3-like models on GPUs, based on the DeepSpeed library. Designed to be able to train models in the hundreds of billions of parameters or larger.
Github repo to Neo4j (and back)
Horusec is an open source tool that improves identification of vulnerabilities in your project with just one command.
A hybrid method for recovering links between issue reports and their respective commits
Spark Application for analysis of Apache Access logs and detect anamolies! Along with Medium Article.
A complete daily plan for studying to become a machine learning engineer.
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Model parallel transformers in JAX and Haiku
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.