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Awesome Books

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北京理工大学计算机学院课程资料:往年考题/项目代码/知识点总结

-etdataset icon -etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

-informer2020 icon -informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

arima icon arima

Sample code and picture of my blog or project

awesome-marp icon awesome-marp

🤙 Easy replacement for LaTeX Beamer! 🥂 custom Marp templates with a selection of over a dozen themes

code icon code

开发者课堂课程资料

computationalmathematics icon computationalmathematics

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

copod icon copod

Supplementary material for ICDM 20 paper "COPOD: Copula-Based Outlier Detection"

cpsc303 icon cpsc303

CPSC 303: Numerical Approximation and Discretization (2015W T2)

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.

data-scientist-books icon data-scientist-books

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

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