https://www.edsurge.com/news/2019-02-04-game-based-learning-is-changing-how-we-teach-here-s-why This article is part of the guide Game-Based Learning: Preparing Students for The Future. Dan White, the co-founder and CEO of Filament Games, an educatio…
https://www.gamedesigning.org/learn/game-based-learning/ I remember days gone by at elementary school when we would all file into the computer lab. We would all get a computer and boot up educational games like Math Blaster and Oregon Trail. Although…
强化学习之 免模型学习(model-free based learning) ------ 蒙特卡罗强化学习 与 时序查分学习 ------ 部分节选自周志华老师的教材<机器学习> 由于现实世界当中,很难获得环境的转移概率,奖赏函数等等,甚至很难知道有多少个状态.倘若学习算法是不依赖于环境建模,则称为“免模型学习(model-free learning)”,这比有模型学习要难得多. 1. 蒙特卡罗强化学习: 在免模型学习的情况下,策略迭代算法会遇到几个问题: 首先,是策略无法评估,因为无法做全…
Forty years of research[i] says yes, games are effective learning tools. People learn from games, and they will learn more from a game than from other forms of learning.[ii] However, most people don’t get whygames work, which causes them to dismiss g…
chip types Transistor mode of operation Digital chip: 0/1  -> digital clac Analog chip: sound / blight -> physical phenomena Function of chip Processor chip: CPU Memory storage chip: DRAM / NAND Flash Specific function chip: WIFI / Bluetooth / Power…
简单整理了一些嵌入式底层需要接触的相关概念.   # CPU  CU. Control Unit. send need-clac-data -> ALU clac -> get result send back -> to save in memory ALU Arithmetic Logic Unit.  Binary clac, such as add/sub/mult(except interger division)  MMU. Memory Management Unit. …
About this Course Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly i…
##Advice for Applying Machine Learning Applying machine learning in practice is not always straightforward. In this module, we share best practices for applying machine learning in practice, and discuss the best ways to evaluate performance of the le…
https://collegestar.org/modules/game-based-learning Introduction   Appalachian State University Game-based learning has been growing in popularity for years, with researchers noticing that good game experiences and effective educational experiences h…
http://www.immersedgames.com/gamification-vs-game-based-learning/ With the growth in popularity of video games among K-12 students over the last few years, many teachers have worked to incorporate gaming into their classroom. By adding something fun…
Research Guide for Video Frame Interpolation with Deep Learning This blog is from: https://heartbeat.fritz.ai/research-guide-for-video-frame-interpolation-with-deep-learning-519ab2eb3dda In this research guide, we’ll look at deep learning papers aime…
from: http://www.erogol.com/broad-view-machine-learning-libraries/ http://www.slideshare.net/VincenzoLomonaco/deep-learning-libraries-and-rst-experiments-with-theano FEBRUARY 6, 2014 EREN 1 COMMENT Especially, with the advent of many different and in…
A Complete Tutorial on Tree Based Modeling from Scratch (in R & Python) MACHINE LEARNING PYTHON R   SHARE      MANISH SARASWAT, APRIL 12, 2016 / 52     Introduction Tree based learning algorithms are considered to be one of the best and mostly used s…
 ICIC Express Letters                  ICIC International ⓒ2010 ISSN 1881-803X Volume4, Number5, October 2010                                                pp.1–6   A Novel Multi-label Classification Based on PCA and ML-KNN Di Wu, Dapeng Zhang, Fe…
http://blog.csdn.net/pipisorry/article/details/48894963 海量数据挖掘Mining Massive Datasets(MMDs) -Jure Leskovec courses学习笔记之Nearest-Neighbor Learning,KNN最近邻学习 {The module is about large scale machine learning.} Supervised Learning监督学习 Note: y有多种不同的形式,对应不同…
如何提高深度学习性能 20 Tips, Tricks and Techniques That You Can Use ToFight Overfitting and Get Better Generalization How can you get better performance from your deep learning model? It is one of the most common questions I get asked. It might be asked as: H…
In this post we take a tour of the most popular machine learning algorithms. It is useful to tour the main algorithms in the field to get a feeling of what methods are available. There are so many algorithms available and it can feel overwhelming whe…
https://www.legendsoflearning.com/resource/31-game-based-learning-resources-for-educators/ Game based learning (GBL) offers proven benefits for student engagement and academic performance. But convincing some educators to include GBL in their curricu…
TRANSFORM YOUR HABITS3rd EditionNote from James Clear:I wrote Transform Your Habits to create a free guide that would help people like you makeprogress in health, business, and life. You are welcome to share it with anyone you think itwould benefit.…
Research Guide for Neural Architecture Search 2019-09-19 09:29:04 This blog is from: https://heartbeat.fritz.ai/research-guide-for-neural-architecture-search-b250c5b1b2e5 From training to experimenting with different parameters, the process of design…
Introduction to TensorFlow Lite TensorFlow Lite is TensorFlow’s lightweight solution for mobile and embedded devices. It enables on-device machine learning inference with low latency and a small binary size. TensorFlow Lite also supports hardware acc…
Research Guide: Pruning Techniques for Neural Networks 2019-11-15 20:16:54 Original: https://heartbeat.fritz.ai/research-guide-pruning-techniques-for-neural-networks-d9b8440ab10d Pruning is a technique in deep learning that aids in the development of…
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开始学习Python,之后渐渐成为我学习工作中的第一辅助脚本语言,虽然开发语言是Java,但平时的很多文本数据处理任务都交给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很多优秀的Python工具包可供使用,所以作为Pythoner,也是相当幸福的.如果仔细留意微博和论坛,你会发现很多这方面的分享,自己也Google了一下,发现也有同学总结了"Python机器学习库",不过总感觉缺少点什么.最近流行一个词,全栈工…
由于latex文档生成的pdf不便于提供审阅和修改,亟需一个软件实现从latex向word文档的自动转换( 如何把Latex自动转为Word 介绍了由latex2html 可实现这个功能,这也是初衷). 0 系统+软件版本 系统:CentOS 6.7 x64, 内核 2.6.32-573.el6.x86_64软件:latex2html2015, netpbm2015 1 安装步骤 1.1 下载 latex2html 软件包 最新版可以从这里下载,也有旧版本,最新的源都发布在这里:另外,rpmfi…
Flask:Python系的轻量级Web框架. 1. 网页爬虫工具集 Scrapy 推荐大牛pluskid早年的一篇文章:<Scrapy 轻松定制网络爬虫> Beautiful Soup 客观的说,Beautifu Soup不完全是一套爬虫工具,需要配合urllib使用,而是一套HTML/XML数据分析,清洗和获取工具. Python-Goose Goose最早是用Java写得,后来用Scala重写,是一个Scala项目.Python-Goose用Python重写,依赖了Beautiful S…
http://www.thebigdata.cn/JieJueFangAn/13317.html 曾经因为NLTK的缘故开始学习Python,之后渐渐成为我工作中的第一辅助脚本语言,虽然开发语言是C/C++,但平时的很 多文本数据处理任务都交给了Python.离开腾讯创业后,第一个作品课程图谱也是选择了Python系的Flask框架,渐渐的将自己的绝大部分工作交 给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很多优秀的P…
原文:http://www.52nlp.cn/python-网页爬虫-文本处理-科学计算-机器学习-数据挖掘 曾经因为NLTK的缘故开始学习Python,之后渐渐成为我工作中的第一辅助脚本语言,虽然开发语言是C/C++,但平时的很多文本数据处理任务都交给了Python.离开腾讯创业后,第一个作品课程图谱也是选择了Python系的Flask框架,渐渐的将自己的绝大部分工作交给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很多…
reference: http://www.52nlp.cn/python-%e7%bd%91%e9%a1%b5%e7%88%ac%e8%99%ab-%e6%96%87%e6%9c%ac%e5%a4%84%e7%90%86-%e7%a7%91%e5%ad%a6%e8%ae%a1%e7%ae%97-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0-%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98 一.Python网页爬虫工具集 一个真实的项目,一定是…
Python 手册 Guido van Rossum Fred L. Drake,  Jr., editor PythonLabs Email: python-docs@python.org Release  2.3 July 29, 2003 About this document ... Python Tutorial, July 29, 2003, Release 2.3 This document was generated using the  LaTeX2HTML translato…