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zhangxiaolong919's Projects

dal

Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

differential-evolution

A fast and efficient Matlab code implementing the Differential Evolution algorithm.

distlearnkit

distance learning toolkit

facialexpressionrecognition

FER Experiment Code

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

learnpython

以撸代码的形式学习Python

lihang-code

《统计学习方法》的代码实现

lstm-autoencoder-for-anomaly-detection

AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow

machine-learning

讲解常见的机器学习算法

metric-learn

Metric learning algorithms in Python

nca

Neighborhood Components Analysis in C++

nndl.github.io

《神经网络与深度学习》邱锡鹏著 Neural Network and Deep Learning

numpy-100

100 numpy exercises (with solutions)

pg_curve

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

python-100-days

Python - 100天从新手到大师

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pywt

PyWavelets - Wavelet Transforms in Python

resume

简历

scikit-learn

scikit-learn: machine learning in Python

spp

Sparsity Preserving Projection, a feature extraction algorithm in Pattern Recognition area

subtype_dependent

subtype dependent biomarker identification

wxbot

Python网页微信API

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