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总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力
Neural Message Passing for Computer Vision
Neural Message Passing for NMR Chemical Shift Prediction
Node2vec with tensorflow
Testing link prediction using Node2Vec
A simple baseline for OGBL DDI
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
An Open-Source Package for Knowledge Embedding (KE)
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
A reading paper list which is mainted daily
Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).
Semi-supervised learning with graph embeddings
How Powerful are Graph Neural Networks?
Strategies for Pre-training Graph Neural Networks
PRML algorithms implemented in Python
Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Graph Convolutional Networks in PyTorch
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
Comprehensive Python Cheatsheet
SMOTE: Synthetic Minority Over-sampling Technique
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Geometric Deep Learning Extension Library for PyTorch
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.