alexfang0214sh,github

pid-autotune

PID-controller/brewing kettle simulation

pipeline

design a simple pipeline for daily job, freer than sklearn

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.

predict_water_turbidity

Predict the quantity of turbidity, the level of product traces or suspended solids in the effluent, that will be returned in last rinsing phase during the cleaning of food and beverage industrial equipment

probability

Probabilistic reasoning and statistical analysis in TensorFlow

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pso

粒子群优化算法

pso-ann

Particle Swarm Optimization (PSO) to optimize Artificial Neural Network (ANN)

pso-car-simulator

Autonomous car simulator (based on Python) implemented by particle swarm optimization.

pso_in_tensorflow

PSO algorithm written in TensorFlow

pso_python

PSO algorithm for multi-parameters optimizaiton

psofeatureselection

A Particle Swarm Optimization (PSO) for Feature Selection. Using PySwarm.

psokeras

Demonstration of Particle Swarm Optimization as a training algorithm for Keras neural network models as a gradient-free training alternative to backpropagation.