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py_fs

A Python Package for Feature Selection

pycma

Python implementation of CMA-ES

pygorithm

A Python module for learning all major algorithms

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

pysheeet

Python Cheat Sheet

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pysot-1

Surrogate Optimization Toolbox for Python

pyswarms

A research toolkit for particle swarm optimization in Python

python

All Algorithms implemented in Python

python-adaptive-signal-processing-handbook

Python adaptive signal processing tutorials

python-cheatsheet

Comprehensive Python Cheatsheet

python-feature-engineering-cookbook-second-edition

Python Feature Engineering Cookbook Second Edition, published by Packt

python-patterns

A collection of design patterns/idioms in Python

python_benchmark_test_optimization_function_single_objective

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN, cGAN, DCGAN, etc.

pytorch-seq2seq

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

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

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) 遗传、粒子群、模拟退火、蚁群算法等

sequence-labeling

sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn

slrpapers

papers on sign language recognition and related fields

snakeai

Train a Neural Network to play Snake using a Genetic Algorithm

software-and-service-oriented-architecture

This repo contains an explanation of basic Software Architecture and Service-Oriented Architecture

solid

Solid - Re-decentralizing the web (project directory)

sos

The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisation). If you are using SOS, please acknowledge the article "Caraffini, F.; Iacca, G. The SOS Platform: Designing, Tuning and Statistically Benchmarking Optimisation Algorithms. Mathematics 2020, 8, 785." (https://doi.org/10.3390/math8050785)

spotpy

A Statistical Parameter Optimization Tool

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning