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2019年1月7日

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 11} [CRF (Cont'd) + Intro to Topic Models]

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posted @ 2019-01-07 09:29 ecoflex 阅读(216) 评论(0) 推荐(0)

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 10} [HHM and CRF]

摘要： between tags and words, there's table 1. between tags, there's table 2. combine the two tables, p(...) to get the results. MRF: factors of the tables 阅读全文

posted @ 2019-01-07 08:22 ecoflex 阅读(237) 评论(0) 推荐(0)

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 6} [Factor graph, message passing, and Junction Tree] （unfinished）

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posted @ 2019-01-07 06:11 ecoflex 阅读(233) 评论(0) 推荐(0)

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 5} [Algorithms for Exact Inference]

摘要： Not in the frontier of research, but the results are used commonly now. X_{k+1} - X_n are known, to calculate the joint probability, we have to do inf 阅读全文

posted @ 2019-01-07 04:30 ecoflex 阅读(220) 评论(0) 推荐(0)

2019年1月6日

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 3} [Undirected Graphic Model]

摘要： DGM ignores sometimes the latent variable know parts of the proteins' states, and the corr relationships, how would other proteins's state probably be 阅读全文

posted @ 2019-01-06 08:34 ecoflex 阅读(247) 评论(0) 推荐(0)

2019年1月5日

2018 10-708 (CMU) Probabilistic Graphical Models {Lecture 2} [Directed GMs: Bayesian Networks]

摘要： https://kayhan.dbmi.pitt.edu/sites/default/files/lecture2.pdf P(sequence) given both dices are fair x2 → x4 ↗ ↘ x1 x5 ↘ ↗ x3 P(x5) = P(X1) P(X2|X1) P( 阅读全文

posted @ 2019-01-05 15:11 ecoflex 阅读(142) 评论(0) 推荐(0)

2019年1月4日

Probabilistic Graphical Models 10-708, Spring 2017

摘要： https://www.cs.cmu.edu/~epxing/Class/10708-17/slides/lecture1-Introduction.pdf Computational and CS orientated => DK and NF's book Statistical and eas 阅读全文

posted @ 2019-01-04 09:40 ecoflex 阅读(218) 评论(0) 推荐(0)

2019年1月3日

Modern C++ Course [Lecture 9] {Templates, Iterators, Exceptions, Program input parameters, OpenCV}

摘要： GP is a kind of programming that will generate code for you at compile time. The core is to seperate algorithms from the data structure, and we do som 阅读全文

posted @ 2019-01-03 14:24 ecoflex 阅读(156) 评论(0) 推荐(0)

如何在macOS mojave上安装opencv4给vscode使用

摘要： first, install opcv4, the newest one. but brew install opencv will only get a version 3, Another way is to use source code and compile it locally, but 阅读全文

posted @ 2019-01-03 13:46 ecoflex 阅读(944) 评论(0) 推荐(0)

Modern C++ Course [Lecture 8] {Smart/Unique/Shared pointers, Associative containers, Type casting, Enumeration, Binary files}

摘要： only use them with heap memory. never ever apply them to stack try to avoid using "new and delete" if you can use shared or unique ptr delete the a_pt 阅读全文

posted @ 2019-01-03 02:47 ecoflex 阅读(166) 评论(0) 推荐(0)

2019年1月1日

Modern C++ Course [Lecture 7] {Pointers, const with pointers, Stack and Heap, Memory leaks, Dangling pointers}

摘要： https://en.cppreference.com/w/cpp/language/range-for every object has a pointer to itsleft. stack operations are very quick it's computationally expen 阅读全文

posted @ 2019-01-01 11:40 ecoflex 阅读(129) 评论(0) 推荐(0)

2018年12月31日

Modern C++ Course [Lecture 6] {Static, Numbers in memory, Raw C arrays, Non-owning pointers, Classes in memory}

摘要： every object of the same class can equally gets access to the static variable float has limited precision, eg, float x = 1.0; but x = 0.99999987 thing 阅读全文

posted @ 2018-12-31 13:42 ecoflex 阅读(125) 评论(0) 推荐(0)

2018年12月29日

Modern C++ Course [Lecture 5] {Move Semantics, Classes}

摘要： here, we're just creating a class Square inherited from class Rect. compiler calls only Square.Print() now we would really like to see what is polymor 阅读全文

posted @ 2018-12-29 12:07 ecoflex 阅读(141) 评论(0) 推荐(0)

Modern C++ Course [Lecture 4] {Move Semantics, Classes}

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posted @ 2018-12-29 01:43 ecoflex 阅读(131) 评论(0) 推荐(0)

Modern C++ Course [Lecture 3] {CMake, Google Test, Namespaces, Classes}

摘要： workflow of cmake: edit CMakeLists.txt in the root directory of the project: create an empty build folder, and cmake inside it. ".." means the root di 阅读全文

posted @ 2018-12-29 01:37 ecoflex 阅读(223) 评论(0) 推荐(0)

2018年12月27日

Modern C++ Course [Lecture 2] {Compilation, Debugging, Functions, Header/Source, Libraries, CMake}

摘要： http://www.ipb.uni-bonn.de/wp-content/uploads/2018/05/lecture_2.pdf make bash file executable Wall: Warning all Wextra: add even more extra Warning We 阅读全文

posted @ 2018-12-27 12:09 ecoflex 阅读(150) 评论(0) 推荐(0)

2018年12月26日

Modern C++ Course [Lecture 0] {Course Introduction and Hello World} & [Lecture 1] {Variables, Basic Types, Control Structures}

摘要： http://www.ipb.uni-bonn.de/teaching/modern-cpp/ Introduction: This page contains all the information on the course Modern C++ for Computer Vision and 阅读全文

posted @ 2018-12-26 12:19 ecoflex 阅读(253) 评论(0) 推荐(0)

2018年11月12日

RASPBERRY PI LINUX LESSON: From 29th to Final Project

摘要： LESSON 29: Using GPIO pins as Inputs and Reading them in Python here we dont have any pull-up resistor. If you are facing some noise, then return to t 阅读全文

posted @ 2018-11-12 13:56 ecoflex 阅读(153) 评论(0) 推荐(0)

2018年11月5日

RASPBERRY PI LINUX LESSON: From 16th to 28th

摘要： Raspberry Pi Linux LESSON 16: Search Inside Files with Grep no mazda -r means recursively all three command dont get "Chevy", because grep is case sen 阅读全文

posted @ 2018-11-05 11:44 ecoflex 阅读(258) 评论(0) 推荐(0)

2018年11月2日

RASPBERRY PI LINUX LESSON: From 1st to 15th

摘要： Lesson1: Intro http://www.toptechboy.com/raspberry-pi/raspberry-pi-linux-lesson-1-introduction-to-the-pi/ Lesson2: Formatting SD Card and Installing O 阅读全文

posted @ 2018-11-02 10:21 ecoflex 阅读(270) 评论(0) 推荐(0)

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