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algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

an-english-guide-for-programmers

专为程序员编写的英语学习指南。v1.0

auto-sklearn

autoweka

Auto-WEKA

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bokeh

Interactive Web Plotting for Python

bootstrapped

Generate bootstrapped confidence intervals for A/B testing in Python.

cartopy

Cartopy - a cartographic python library with matplotlib support

cmaq

Code base for the U.S. EPA’s Community Multiscale Air Quality Model (CMAQ). For additional background on CMAQ please visit: www.epa.gov/CMAQ

cmaqv5.1

CMAQ v5.1 + IOAPI v3.2 in a container, ready to follow tutorials or quick-test the application

container-wrf

WRF in containers, related code and data sets for release purposes.

containered-wrf

data-science-notes

数据科学的笔记以及资料搜集

deep-channel

To follow

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

dive-into-dl-pytorch

Dive into Deep Learning (动手学深度学习) with PyTorch.

docker-cmaq

Community Multi-scale Air Quality (CMAQ) modeling system Docker image

docker-python

Kaggle Python docker image

docker_practice

Learn and understand Docker technologies, with real DevOps practice!

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

elm

Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

fuku-ml

Simple machine learning library / 簡單易用的機器學習套件

geoblog.github.io

geoblog.github.io-

geometric-smote

Implementation of the Geometric SMOTE over-sampling algorithm.

geopandas

Python tools for geographic data