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alexfang0214sh's Projects

mopso icon mopso

MOPSO及pso可编译运行matlab源码,及相关论文资源

mpc.pytorch icon mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

msda icon msda

multi-dimensional time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly predictor

multivariate-anomaly-detection icon multivariate-anomaly-detection

I have created a multivariate anomaly detection model from scratch in order to find the outliers in the dataset using only the Gaussian distribution

nasa.github.io icon nasa.github.io

Information about the NASA Github organization is on nasa.github.io/

nlcontrol icon nlcontrol

A toolbox to simulate and analyse nonlinear systems in a control context.

nsga-ii icon nsga-ii

多目标优化遗传算法,python实现&动态展示过程

numpy_neural_network icon numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...

nxviz icon nxviz

Visualization Package for NetworkX

opencv icon opencv

Open Source Computer Vision Library

openmodelica icon openmodelica

OpenModelica is an open-source Modelica-based modeling and simulation environment intended for industrial and academic usage.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

paremda icon paremda

Parameter estimation in state-space models

pipeline icon pipeline

design a simple pipeline for daily job, freer than sklearn

ppocrlabel icon ppocrlabel

PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PPOCR model to automatically detect and re-recognize data. It is written in python3 and pyqt5, supporting rectangular box annotation and four-point annotation modes. Annotations can be directly used for the training of PPOCR detection and recognition models.

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