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2d_pca-and-l1_2dpca

project for lesson "python and data science"

ac-opf

Final project of Convex Optimization II to solve AC Optimal Power Flow with convex relaxations

automated-feature-engineering

Automated feature engineering in Python with Featuretools

digital-images

Matlab数字图像处理毕业设计课题赏析

face-recognition

Face recognition on ORL data set using PCA and LDA.

image-dehazing

图像去雾论文和代码的总结

k-means

K-Means聚类分析算法Python实现，并以鸢尾花数据集为例进行聚类演示

kmeans_with_iris

K-Means Clustering on Iris Dataset

openfe

OpenFE: automated feature generation with expert-level performance

optimizing-power-dispatch

This project utilizes convex optimization for optimal dispatch of power systems using convex DistFlow equations and cvxpy.

optimizing_millimeter_wave_communication

Used convex optimization to tune millimetre wave based wireless communication parameters. Replicated the IEEE paper "Multi-Beam Power Allocation for mmWave Communications under Random Blockage"

orl_pca

orlface

orlfacerecognition

基于 ORL 数据集，实现了最小距离分类、pca、eigenface、lda、lle 等算法下的人脸识别

python-study-notes