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agile_data_code

Chapter-wise code for Agile Data the O'Reilly book

awesome-python

A curated list of awesome Python frameworks, libraries and software

awesome-r

A curated list of awesome R frameworks, packages and software.

beyondmlr

Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/

china-area-data

**省市区数据

chinaadmindivisonshp

**行政区划矢量图，ESRI Shapefile格式，共四级：国家、省/直辖市、市、区/县。关键字：**行政区划图；**地图；**行政区；**行政区地图；行政区地图；行政区；行政区划；地图；矢量数据；矢量地理数据；省级；直辖市；市级；区/县级；行政区划图。

cmaq-install

CMAQ Installation for Ubuntu 20.04

code-examples

some useful code

css_blog

write some css blog code

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

datacastle-solution

1st Place Solution for DataCastle-CashBus Competition

decc_2050_model

Extracted the compiled version of the 2050 model from the web front end

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

dpa_test

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

github-monitor

Github Sensitive Information Leakage Monitor(Github信息泄漏监控系统)

global-calculator

The source code to the web interface to the Global Calculator (not quite ready for launch)

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

interesting

land-cover-classification-using-sentinel-2-dataset

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

machine-learning-algorithm

code for some classic Algorithm in Machine Learning

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

maths_book

Planning for an entire maths LaTeX book

nemomod.jl

Next Energy Modeling system for Optimization

one-earth-public-data

open-source-rover

A build-it-yourself, 6-wheel rover based on the rovers on Mars!

osemosys

OSeMOSYS - the Open Source Energy Modelling System

osemosys_pyomo

The Pyomo implementation of OSeMOSYS