chen ti's repositories
generate_swmm_inp
a QGIS plugin for the import and export of SWMM input files (conversion of geodata, e.g. shapefiles or geopackage into SWMM models and vice versa)
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
pipedream
🚰 Interactive hydrodynamic solver for pipe and channel networks
machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
ostrich-swmm
A toolset for connecting the OSTRICH optimization software toolkit with the SWMM simulation model.
rrcf
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
udlbook
Understanding Deep Learning - Simon J.D. Prince
napkin
An Infinitely Large Napkin
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
pysheds
:earth_americas: Simple and fast watershed delineation in python.
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
numpy-ml
Machine learning, in numpy
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
pyswmm
Python Wrappers for SWMM
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)
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning
geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
DRL
Deep Reinforcement Learning
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
practical-pytorch
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Python
All Algorithms implemented in Python
ResNet-LSTM-GCN
Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
DeepLearning
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
swmm_mpc
Python package for model predictive control (MPC) for EPASWMM5 models