AlexFang0214SH's repositories
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
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
CBE30338
Chemical Process Control
CfdOF
Computational Fluid Dynamics (CFD) for FreeCAD based on OpenFOAM solver
dense-ulearn-vos
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
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
Flight-Dynamics-and-Control-UAVs
Understanding of flight control systems
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"
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.
nlcontrol
A toolbox to simulate and analyse nonlinear systems in a control context.
NMPC
Non-linear model predictive control (NMPC) library
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.
pandas-ai
Chat with your data (CSV, pandas, polars, etc). PandasAI makes data analysis conversational
PID
[NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
predictive_maintenance
real time telemetry readings, anomaly detection, routing on the cloud, and dashboard visualization
pycid
Library for graphical models of decision making, based on pgmpy and networkx
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pyswmm
Python Wrappers for SWMM
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
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)
ServingMLFastCelery
Working example for serving a ML model using FastAPI and Celery
supervision
We write your reusable computer vision tools. 💜
Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt
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
unsupervised-predict-streamlit-template
Streamlit-based recommender system for the EDSA Unsupervised Sprint
vue-echarts
vue、 echarts、iview 实现大数据可视化大屏模板