一.ImageNet Object Detection, Object Classification+Localization 二.COCO Image Captioning 三.LFW Face Recognition 四.CIFAR The CIFAR Image Classification Benchmark 五.MNIST The MNIST Handwritten Digits Benchmark 六.ICDAR Chinese characters from the ICDAR 2…

https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644   How Can I Learn X? Learning Machine Learning Learning About Computer Science Educational Resources Advice Artificial Intelligence How-to Question Learning New Things Lea…

ON THE EVOLUTION OF MACHINE LEARNING: FROM LINEAR MODELS TO NEURAL NETWORKS We recently interviewed Reza Zadeh (@Reza_Zadeh). Reza is a Consulting Professor in the Institute for Computational and Mathematical Engineering at Stanford University and a…

Complete Small Focused Projects and Demonstrate Your Skills (完成小型针对性机器学习项目,证明你的能力) A portfolio is typically used by designers and artists to show examples of prior work to prospective clients and employers. Design, art and photography are examples wh…

5 Techniques To Understand Machine Learning Algorithms Without the Background in Mathematics Where does theory fit into a top-down approach to studying machine learning? In the traditional approach to teaching machine learning, theory comes first req…

Problems[show] Classification Clustering Regression Anomaly detection Association rules Reinforcement learning Structured prediction Feature engineering Feature learning Online learning Semi-supervised learning Unsupervised learning Learning to rank…

本节主要用于机器学习入门,介绍两个简单的分类模型: 决策树和随机森林 不涉及内部原理,仅仅介绍基础的调用方法 1. How Models Work 以简单的决策树为例 This step of capturing patterns from data is called fitting or training the model The data used to train the data is called the trainning data After the model has bee…

本博客汇总了个人在学习过程中所看过的一些论文.代码.资料以及常用的资源与网站,为了便于记录自身的学习过程,将其整理于博客之中. Machine Learning (1) Machine Learning Video Library - Caltech说明:罗列了机器学习的常用算法以及机器学习图谱 (2) Deep Learning - Bengio 说明:Deep Learning三大牛之一Bengio写的一本书 (3) Understanding LSTM Networks 说明:非常棒的LS…

Teaching Your Computer To Play Super Mario Bros. – A Fork of the Google DeepMind Atari Machine Learning Project Posted by ehrenbrav on August 25, 2016Leave a comment (14)Go to comments   For those who want to get right to the good stuff, the installa…

中文译著已经出版,详情请参考:http://blog.csdn.net/ZhangRelay/article/category/6506865 Learning ROS for Robotics Programming Second Edition学习笔记(五) indigo computer vision FireWire IEEE1394 cameras无USB cameras--sudo apt-get install ros-indigo-usb-cam--roslaunch chapt…