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497hwq's Projects

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

book_python_gis

Source codes in Python for book 'Python in Open Source GIS'.

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

dba

DBA: Averaging for Dynamic Time Warping

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》；《菜菜的机器学习sklearn》

dtwclust

R Package for Time Series Clustering Along with Optimizations for DTW

dtwsat

Time-Weighted Dynamic Time Warping for satellite image time series analysis

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

interpretable-machine-learning-with-python

Interpretable Machine Learning with Python, published by Packt

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

qusmaml

A collection of machine learning utilities.

rdotnet

.NET interop library to call the R statistical language in the same process

rdotnet-onboarding

A quick start guide for using R.NET

sktime

A unified framework for machine learning with time series

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

tslearn

A machine learning toolkit dedicated to time-series data

tsml

Java time series machine learning tools in a Weka compatible toolkit

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