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I have mastered the python3 foundation as well as the basic models and algorithms of some neural networks, but I don’t know how to learn tensorflow2.0 package quickly, it’s so messy and lack logic to me to only read the official document. What can I do for systematic learning? Is there any good course video or book for tensorflow2.0. Please recommend it to me. Thanks a lot.
This might be a better question for Quora than StackOverflow. In fact, here is more-or-less the same question on Quora: "What is the most efficient way to learn TensorFlow?". (StackOverflow tends to be less subjective and more technical in nature than general advice.)
The advice I would give though is to try and "do" rather than just learn.
Think of a basic categorization task and do it. Then think about it and your results and try to imagine:
What are the strengths of your approach?
What are the weakenesses to your approach?
By using TensorFlow, you will develop a deeper understanding of what it does. And you will gain real-world experience working with it.
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i have open source project done in c++ , it is big and has no documentation
now to "only" to debug it and understand its flow it is possible but very hard.
im looking for well define methods and ways of work , to make this process easier.
like some kind of tools that can help me to draw the objects and class's relationship.
UPDATE
well after digging some more , i know the proper name for this is :
Sequence Diagrams , so i looking how to get Sequence Diagrams out of c++ code
it have to be free tools
here you can find your answer, System Sequence Diagram maybe helps you. if answer not enough tell me to say more details :)
http://www.devcurry.com/2010/03/generate-sequence-diagrams-in-visual.html
and also this link is useful too:
http://weblogs.asp.net/gunnarpeipman/archive/2009/11/20/visual-studio-2010-generating-sequence-diagrams-on-the-fly.aspx
Understand for C++ from Scientific Toolworks has a good reputation. I have no specific experience with it.
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I have been running around here and there on NoSQL big data storage technologies. The greatest hurdle I have found so far is a good visualization tool. With out that, it seems so hard to understand how data is being kept in the storage. This would be a generalized question but I would need to know which NoSQL storage technologies either comes with a visualization tool or an open source contribution that has been proven to be great. The tool shows nodes,database tables and entries as well.
I hope people who have experience against would share their hard earned knowledge.
Thank you for the guidance.
Have you tried Neo4j. It has got visualization tool developed on top of eclipse code base.
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I am working on a Graduation Project and wondering if anyone can help me with: Benchmark data to load and test on my application.
We are willing to compare between different designs and implementations of different database management systems, and I thought we shall use a standard data set for this task.
Is there any? and if yes, would you kindly show me where to find some, and if there are measures to consider, that would be really helpful.
Thanks in advance.
There are many standard benchmarks. The most famous are the TPC Benchmarks:
http://www.tpc.org/information/benchmarks.asp
Moreover, some researchers publish specific benchmarks. For example, O'Neil et al. avec proposed the Star Schema Benchmark. You need a small and free program to generate the data.
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I have decided to go through "The Art Of Computer Programming" series by Sir Donald Knuth.
Based on your experience, please suggest which volume would be a good one to start with, as in an easier one (relative to others) and also, please suggest your preferred order for reading subsequent volumes.
I am in no rush to learn it all, so any type of volume should be OK with me to start.
The first volume of TAOCP contained this diagram:
The absolute first thing you should do is read the first few chapters from the first volume. They go over basic stuff, including MIX [supposedly there's a new version with MMIX, though I havent seen it yet] which is the model Knuth uses throughout the series
I'm a math guy, so I found the second volume [dealing with "seminumerical" algorithms -- called so because Knuth felt that it wasnt strictly numerical] much more interesting than the sorting and searching stuff [V3]
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I asked a similar question before, and got some good answers, but I think it was too general.
Examples of great software design and implementation
Does anyone know of any open-source projects that demonstrate really good TDD practices, and SOLID principles? TDD and SOLID are widely publicized, but I've never seen it really done myself, I'd just like to get an idea of what it might look like in a project (large or small)?
FitNesse. This is about 50K lines of Java code. It was build with TDD, and has about 90% code coverage (probably higher). There is a strong use of SOLID principles throughout.
I'm sure you can find some parts you don't like. I often do. But overall the system is very robust. We have thousands of users, and a very small buglist. We make frequent releases, and the sole QA test is: ant testbuild. If the tests pass, we ship it.
Spring Framework
FitNesse, maintained by Mr. SOLID, Uncle Bob Martin.
Dimdwarf Application Server - It's been written completely with TDD/BDD and by trying to write as clean code as possible (SOLID, good names etc.). Production code is about 4500 SLOC, test code is about 7300 SLOC, code coverage is over 90% and the largest production classes are about 200 LOC.
CruiseControl.NET