anaconva Goto Github PK

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesian-optimization-in-action

Source code for Bayesian Optimization in Action, published by Manning

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

books-1

我读过的书。嘿嘿，分享给你。

deep-learning-advanced-topics

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

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

drl

Deep Reinforcement Learning

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/

ebook-an_introduction_to_robust_optimization

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

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)

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。

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

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)

napkin

An Infinitely Large Napkin

numpy-ml

Machine learning, in numpy

ostrich-swmm

A toolset for connecting the OSTRICH optimization software toolkit with the SWMM simulation model.

pipedream

🚰 Interactive hydrodynamic solver for pipe and channel networks

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

pso

粒子群优化算法

pysheds

:earth_americas: Simple and fast watershed delineation in python.

pyswmm

Python Wrappers for SWMM

python

All Algorithms implemented in Python

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

resnet-lstm-gcn

Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit

rl-storm-control

Source code and data used in the Deep Reinforcement Learning for the Real Time Control of Stormwater Systems paper

rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

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)