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Nathan Ruan's Projects

apollo icon apollo

An open autonomous driving platform

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

coordtransform_py icon coordtransform_py

提供百度坐标系(bd-09)、火星坐标系(国测局坐标系、gcj02)、WGS84坐标系直接的坐标互转,也提供了解析高德地址的方法的python版本

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dl4traffic icon dl4traffic

This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

dstgcn icon dstgcn

codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

hypergraph icon hypergraph

Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.

hypernetx icon hypernetx

Python package for hypergraph analysis and visualization.

lanelet2 icon lanelet2

Map handling framework for automated driving

mian-fan-qiang icon mian-fan-qiang

各大机场免翻墙地址搜集,不定期更新。欢迎收藏,转发。

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

odconv icon odconv

The code of Omni-Dimensional Dynamic Convolution (ODConv for short, Spotlight in ICLR2022) is now released, enjoy!

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