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aag-fp

Attributed adjacency graph extraction from floor plan images

awesome-aitools

Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具，欢迎提交issues 或者pull requests

book2_beauty-of-data-visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science-for-construction-edx-course-notebooks

Jupyter/Colab Notebooks for Data Science for Construction, Architecture and Engineering

designexplorer

Design Explorer is an open source web interface for exploring multi-dimensional design spaces

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

eppy

scripting language for E+, Energyplus

floorplantransformation

Raster-to-Vector: Revisiting Floorplan Transformation

graph2plan

hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

hebo

Bayesian optimisation library developped by Huawei Noah's Ark Lab

heco

Several machine learning and deep learning method for household electricity consumption prediction

ia-maths-jupyter

Notebooks in support of of the Part IA (Michaelmas Term) mathematics course at the Department of Engineering at University of Cambridge

jupyterlab-desktop

JupyterLab desktop application, based on Electron.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

machine-learning

关于机器学习的内容

machineintelligence

An Introduction to Machine Intelligence for Architects and other Nonengineers

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

pandas-intro

Pandas入门教程

pyhon

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

python-

pyhon数据分析及可视化练习

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

research-method

论文写作与资料分享

rhino.inside

Sample Projects for Rhino.Inside

shap

A game theoretic approach to explain the output of any machine learning model.

skindesigner

SkinDesigner facade panelization tool for Grasshopper