10 Weeks, 20 Lessons, Data Science for All!

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

Python-centered read-along of Forecasting: Principles and Practice

Pandas中文教程

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

Adjusting for Autocorrelated Errors in Neural Networks for Time Series

Code Repository for The Kaggle Book, Published by Packt Publishing

LaTeX论文写作教程 (清华大学出版社)

Matrix and Tensor Completion for Background Model Initialization

matlab code for tensor-valued time series forecasting and completion

Julia codes in "High-dimensional vector autoregressive time series modeling via tensor decomposition"

This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the paper.

Perform tensor-on-tensor regression

Clean repo for tensor-train RNN implemented in TensorFlow

Transportation data online prediction

Machine learning for transportation data imputation and prediction.

Python implementation of multilinear dynamical systems for tensor time series (NIPS'13)

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

All Algorithms implemented in Python

Urban Spatial Data Analysis Method--Python Implementation /代码为caDesign（cadesign.cn）设计研究中“python知识系统部分”即"城市空间数据分析方法——PYTHON语言实现"。

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

Tensor decomposition for machine learning (w/ Python implementation)