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knight9307's Projects

bht-arima icon bht-arima

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

blog icon blog

Python机器学习算法技术博客,有原创干货!有code实践!

book-ml-sem icon book-ml-sem

《机器学习:软件工程方法与实现》Method and implementation of machine learning software engineering

deep-learning-from-scratch icon deep-learning-from-scratch

深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》

gallery icon gallery

A gallery of Python scripts and reports

it_book icon it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

m5-methods icon m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

prml icon prml

PRML algorithms implemented in Python

pymupdf icon pymupdf

Python bindings for MuPDF's rendering library.

rrl icon rrl

The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification".

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