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100-days-of-ml-code

机器学习100天

100-days-of-ml-code-1

100 Days of ML Coding

100daysofcode-with-python-course

Course materials and handouts for #100DaysOfCode in Python course

5gpositioning

This is a demonstration of 5G mmWave positioning

all-leetcode

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

bite_answer

Take the challenge of writing 33 apps in 100 days.

challenges

PyBites Code Challenges

cluster_dp

Clustering by fast search and find of density peaks

clustering--based--density--peaks

Clustering algorithms by fast search and find of density peaks

cvxpy

A Python-embedded modeling language for convex optimization problems.

data

Data and code behind the articles and graphics at FiveThirtyEight

ee364a-convex_optimization

Assignments codes for ee364a, mostly in python.

fast-ast

FastAST - A fast primal-dual interior point method for line spectral estimation via atomic norm soft thresholding.

hdbscan

Hierarchical density based clustering for applications with noise

irs-modeling

Simulation code for “Intelligent Reflecting Surfaces: Physics, Propagation, and Pathloss Modeling,” by Özgecan Özdogan, Emil Björnson, Erik G. Larsson, IEEE Wireless Communications Letters, To appear.

irs-relaying

Simulation code for “Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 244-248, February 2020.

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

leetcode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

leetcode3

My own leetcode all solutions by python

lis-deeplearning

Simulation code for "Enabling Large Intelligent Surfaces with Compressive Sensing and Deep Learning" by Abdelrahman Taha, Muhammad Alrabeiah, Ahmed Alkhateeb, arXiv e-prints, p. arXiv:1904.10136, Apr 2019.

machine-learning-in-action

ml-in-action-code-and-note

:chart_with_upwards_trend:Machine Learning code in Python3.x. （机器学习实战 py3代码整理）Some notes about the practices:（for reference only）

mmsb

Mixed Membership Stochastic Blockmodel in stan

mmwave_channel_model

must-reading-on-isac

Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)

nearfield5glocalization

Position error bounds and sub-array processing for near-field

nlospossyninit

A simple routine for intializing 5G positioning and synchronization from only NLOS paths

npsvm

This is a code for nonparallel support vector machine model. You could use these code to construct classification model based on the recently proposed nonparallel support vector machine method.

prml

PRML algorithms implemented in Python

prmlt

Matlab code for machine learning algorithms in book PRML