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awesome

😎 Awesome lists about all kinds of interesting topics

awesome-machine-learning

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

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

awesome-python-data-science

Probably the best curated list of data science software in Python.

bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

climate-change-data

:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change

com_improv_mgwr_data_codes

Computational Improvements to Multi-scale Geographically Weighted Regression (MGWR)

cvpr-2020-point-cloud-analysis

CVPR 2020 papers focusing on point cloud analysis

data-analysis

Data Science Using Python

datasciencepython

common data analysis and machine learning tasks using python

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

fewshotpapers

This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.

fsct

hands-on-rl

https://hrl.boyuai.com/

joyful-pandas

Pandas中文教程

keras-io

Keras documentation, hosted live at keras.io

label_centerlines

python tool to extract smoothed centerlines from polygons

leetcodetop

lidar2hemieval

Enhancing airborne lidar data for synthetic hemispherical images and radiative transfer modelling

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machine-learning-algorithms

Python实现经典分类回归、关联分析、聚类以及推荐算法等

machine_learning_notebook

机器学习纯算法实现。持续更新

mamr

Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services

memory_profiler

Monitor Memory usage of Python code

mgwr

Multiscale Geographically Weighted Regression (MGWR)

mvp

prml

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

prmlt

Matlab code for machine learning algorithms in book PRML

pyinpaint

A lightweight image inpainting tool in python.