Pinned Repositories
100DaysOfMLCode
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
AnomalyDetectionToolbox
A collection of algorithms for anomaly detection
AlexFang0214SH's Repositories
AlexFang0214SH/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
AlexFang0214SH/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
AlexFang0214SH/CBE30338
Chemical Process Control
AlexFang0214SH/CfdOF
Computational Fluid Dynamics (CFD) for FreeCAD based on OpenFOAM solver
AlexFang0214SH/dense-ulearn-vos
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
AlexFang0214SH/fastapi
基于Fastapi开发，集成Celery-redis分布式任务队列、JWT 用户系统、ElasticSearch和encode orm的基础项目模板，大家可以根据自己的需求在本模板上进行修改
AlexFang0214SH/GOSTnets
Convenience wrapper for networkx analysis using geospatial information, focusing on OSM
AlexFang0214SH/Improvement-and-Estimation-of-Automated-Scoring-Systems-Performance-with-Guarantees
Implementation of the paper titled "Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees"
AlexFang0214SH/kglab
Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.
AlexFang0214SH/Multi-Agent-Optimization-Algorithm-Based-on-PID-Controllers-in-Stochastic-Control-Problems
AlexFang0214SH/nlcontrol
A toolbox to simulate and analyse nonlinear systems in a control context.
AlexFang0214SH/NMPC
Non-linear model predictive control (NMPC) library
AlexFang0214SH/PaddleTS
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
AlexFang0214SH/pandas-ai
Chat with your data (CSV, pandas, polars, etc). PandasAI makes data analysis conversational
AlexFang0214SH/predictive_maintenance
real time telemetry readings, anomaly detection, routing on the cloud, and dashboard visualization
AlexFang0214SH/pycid
Library for graphical models of decision making, based on pgmpy and networkx
AlexFang0214SH/pyconcrete
Protect your python script, encrypt it as .pye and decrypt when import it
AlexFang0214SH/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
AlexFang0214SH/pyodide
Python with the scientific stack, compiled to WebAssembly.
AlexFang0214SH/pyswmm
Python Wrappers for SWMM
AlexFang0214SH/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
AlexFang0214SH/RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
AlexFang0214SH/scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
AlexFang0214SH/ServingMLFastCelery
Working example for serving a ML model using FastAPI and Celery
AlexFang0214SH/simupy-flight
AlexFang0214SH/supervision
We write your reusable computer vision tools. 💜
AlexFang0214SH/Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt
AlexFang0214SH/tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
AlexFang0214SH/unsupervised-predict-streamlit-template
Streamlit-based recommender system for the EDSA Unsupervised Sprint
AlexFang0214SH/vue-echarts
vue、 echarts、iview 实现大数据可视化大屏模板