aaaakkkkk Goto Github PK

cpd

Code of Cascaded Partial Decoder for Fast and Accurate Salient Object Detection (CVPR2019)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dockerbook-code

The code and configuration examples from The Docker Book (http://www.dockerbook.com)

fe4ml-zh

:book: [译] 面向机器学习的特征工程

ga_python-for-multi-parameters-optimization

GA_python for multi-parameters optimization

gaft

A Genetic Algorithm Framework in Python

gluon-cv

Gluon CV Toolkit

go-logger

一个简单而强大的 golang 日志工具包，支持同步和异步输出到 命令行，文件, api 接口，文件支持按文件大小，文件行数，日期切分;A simple and powerful golang logging toolkit that supports synchronous and asynchronous output to the console, file, API interfaces, file support by file size, file line number, date sharding.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

hyperopt-doc-zh

Github开源项目hyperopt系列的中文文档,以及学习教程等

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

mxnet-deep-learning-in-action

neural-backed-decision-trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

openopc-python3.6

OpenOPC for python3.6 enviroment

pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

pyswarm

Particle swarm optimization (PSO) that supports constraints

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python3-cookbook

《Python Cookbook》 3rd Edition Translation

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

robuststl1

scikit-opt

genetic algorithm, Particle swarm optimization, Simulated Annealing, Ant Colony Algorithm in Python（遗传算法、粒子群算法、模拟退火、蚁群算法、免疫优化算法、鱼群算法）

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

timeseries_prediction_lstm

ime series prediction with LSTM in kears

tornado-

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

yii2_fecshop_docker

使用docker compose 快速的安装fecshop的环境，包括mysql php（含扩展），mongodb，mysql，redis，xunsearch等

yolov4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO