Pinned Repositories
100DaysOfMLCode
Adavance_PID
先进PID控制算法(ADRC,TD,ESO)
Advanced-Controls
《智能控制》This repository contains projects related to Advance control, Adaptive and Optimal Control (PID, LQR, MPC) , Optimization Methods (Genetic Algorithms, Dynamic Programming). It also covers topics like Fault Detection and Diagnosis, State Estimation (LKF,EKF,UKF), Stability Augmentation and their implementation
Air_Pollution_Forcast_Beijing
基于Keras的LSTM多变量时间序列预测
all-libraries-demo
This repo contains demo code for all the libraries discussed in the Analytics Vidya Article. Link for the same:
analytics-zoo
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
Anomaly_detection
finding anomalous points from a dataset using multivariate Gaussian distribution.
AnomalyDetection
A collection of different outlier detection algorithms, applied on several benchmark datasets
AnomalyDetection-1
异常检测
AnomalyDetection-2
Anomaly detection method for wireless sensor networks based on time series data
AlexFang0214SH's Repositories
AlexFang0214SH/water-turbidity
AlexFang0214SH/LSTM-GRU-BiLSTM-in-TensorFlow-for-predictive-analytics
AlexFang0214SH/Social-Distance-Using-TensorFlow-API-Object
Using Tensorflow API Object to detect persons and calculate the distance between them
AlexFang0214SH/waterlab_mpc
A python project of a Model Predictive Controller (MPC) for Urban Drainage Networks (UDNs) to mitigate Combined Sewer Overflows (CSOs)
AlexFang0214SH/intro_to_param_estim
Parameter estimation of ODE models describing biological processes
AlexFang0214SH/covid-social-distancing-detection
Personal social distancing detector using Python, a Tensorflow model and OpenCV
AlexFang0214SH/NSGA-II
多目标优化遗传算法，python实现&动态展示过程
AlexFang0214SH/Pipeline
design a simple pipeline for daily job, freer than sklearn
AlexFang0214SH/gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
AlexFang0214SH/Realtime_PyAudio_FFT
Realtime audio analysis in Python, using PyAudio and Numpy to extract and visualize FFT features from streaming audio.
AlexFang0214SH/predictive-maintenance-using-machine-learning
为了帮助客户更轻松地利用Amazon SageMaker进行预测性维护，我们提供了使用机器学习的预测性维护解决方案。该解决方案可以帮助自动检测潜在的设备故障，并提供建议采取的措施。另外包括一个示例数据集，但是您可以修改该解决方案以与任何数据集一起使用
AlexFang0214SH/jupyter-dashboard
Jupyter Dashboard with Voila
AlexFang0214SH/isolation-forest
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
AlexFang0214SH/opencv-picture-to-excel
使用python-opencv识别图片中的表格数据转换为csv
AlexFang0214SH/River-Monitoring-System
The project involves the approach of the Internet of Things (IoT) which will be done using a microcontroller. We are using customized sensor’s node for monitoring the parameters of water like pH, turbidity, temperature, oxidation-reduction potential, Dissolved Oxygen, industrial wastes, hospital waste etc.
AlexFang0214SH/MOPSO
MOPSO及pso可编译运行matlab源码，及相关论文资源
AlexFang0214SH/gate-simulation
AlexFang0214SH/time-series-momentum
🚂💨 Deep Momentum Networks for Time Series Strategies
AlexFang0214SH/Evolutionary-Algorithm
Evolutionary Algorithm using Python
AlexFang0214SH/Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
AlexFang0214SH/equation-solver-PSO
Equation solver with Particle Swarm Optimization (PSO)
AlexFang0214SH/ds
Data Analytics, Data Munging, and Plotly Plots
AlexFang0214SH/voila-covid-19-dashboard
Voila Covid-19 Dashboard
AlexFang0214SH/probability
Probabilistic reasoning and statistical analysis in TensorFlow
AlexFang0214SH/CNN-BiLSTM-Attention-Time-Series-Prediction_Keras
CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras
AlexFang0214SH/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi
A tutorial showing how to train, convert, and run TensorFlow Lite object detection models on Android devices, the Raspberry Pi, and more!
AlexFang0214SH/Data-Analysis
Data Science Using Python
AlexFang0214SH/geemap
A Python package for interactive mapping using Google Earth Engine, ipyleaflet, and ipywidgets
AlexFang0214SH/tfx
TFX is an end-to-end platform for deploying production ML pipelines
AlexFang0214SH/pyomo
The main repository for the Pyomo optimization modeling software.