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all-algorithm-in-python

All Algorithms implemented in Python

covid-19-weibo-text-analysis

Sentiment classification for Weibo text data (Chinese) during COVID 19

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

date2vec

PyTorch Scripts for training and getting embeddings of Date-Time without losing much information. Pretrained Models Included.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepstn

Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

dgl

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flink-training

Apache Flink Training Excercises

fyp

Shape Approximation based on Chi-shape

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

gsnet

AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting

icde2020_gmvsae

map-constrained-trajectory-recovery

Map-Constrained Trajectory Recovery (KDD'21)

pat-advanced-level

for浙大PAT甲级💯

pytorch-vae

A minimal pytorch implementation of VAE, IWAE, MIWAE

rl_learning

Code for reinforcement learning

rntrajrec

Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)

server_cluster_monitor_scheduling_system

Final Coursework for Big Data and Data Warehouse Engineering

st2vec

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

transbigdata-doc-zh_cn

ts2vec

A universal time series representation learning framework

valhalla

Open Source Routing Engine for OpenStreetMap

waking-up

计算机基础（计算机网络/操作系统/数据库/Git...）面试问题全面总结，包含详细的follow-up question以及答案；全部采用【问题+追问+答案】的形式，即拿即用，直击互联网大厂面试:rocket:；可用于模拟面试、面试前复习、短期内快速备战面试...

winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)