Alan-D-Chen/KNN_ML

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Created almost 5 years ago
Updated almost 5 years ago

Alan-D-Chen/KNN_ML

Alan-D-Chen

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Demo for KNN(K-Nearest Neighbor) & Iris module(a classical test) in data analysis in Python

CDIoU-CDIoUloss

🔥CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent performances in several models such as Faster R-CNN, YOLOv4, RetinaNet and . There is a maximum AP improvement of 1.9% and an average AP of 0.8% improvement on MS COCO dataset, compared to traditional evaluation-feedback modules. Here we just use as an example to illustrate the code.

meachine_learning

简单线性回归，多元线性回归，非线性回归，Kmeans算法，Hierarchical_clustering

PCA_ICA_DEMO

Demo for PCA(Principal Component Analysis) & ICA(Independent Component Analysis) in data analysis in Python and image separation written in MATLAB

Python-ABC

The basic courses for python

SVM_machineLearning

There are 3 demoes for SVM algorithm. The 1st is easiest one for explaining how SVM works.The 2nd and 3th are examples of application to deal with multidimensional classification and face recognition

Handwritten-digit-recognition-New-version

machinelearning_deeplearning

The algorithms of common just for machine learning and deep learning

Deep_Learning

coding lines for Deep learning 0.1 Desicion Tree

Java-ABC

关于JAVA的学习笔记和心得

MgD

🔥 we propose Multi-granularity Detector (MgD).

Jupyter Notebook

multi-granularity_seletive_search

🔥 This paper proposes a multi-granularity selective search algorithm (MGSS) for candidate region acquisition by extracting the main features such as outline, texture and color of images with multiple grain sizes and improving the subgraph similarity calculation method.

neural-network-NN-

The basic principle of neural network. A simple 2 * 2 * 1neural network structure just for 0, 1 prediction ; Handwritten numerals recognition (classification) neural network; Handwritten digital data set integrated in SKlearn module.