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On taking advices
Last week at work, I saw a large banner, placed at the lift waiting area, promoting a soon to be published book. On the cover there was a guy similing confidently. He is an economist professor who appeared in the news a few years ago for his controversial lectures. However, this book is not an economic book, but rather a how-to guide to life. I have not read the book. The thing that caught my attention is a piece of advice that is exerpted from it: “Emotion/Feeling is the enemy of success”.
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The underestimated cost of memory allocation
In languages like Java and C++, memory allocation is explicit and obvious. Programming with arrays in those languages mean thinking about size in advance before allocation. If there is a need for flexible size list, the standard library is also explicit about whether the list is backed by an array or linked list, so that programmers are mindful about operation complexity.
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Implicit property getter can be harmful
Propertyas a programming language’s feature has been around for a while. I first got to use it while developing a multi-tenant cloud-based point of sale application on .NET platform. The idea is to avoid the verbosity of calling getter/setter methods by invoking them behind the scene whenever a field is accessed/assigned. -
Prisoners of geography
By Tim Marshall
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The value of blockchain is in the hype it created
I remained a cryptocurrency skeptics throughout the boom and burst cycle of 2017-2018. Cryptocurrency promises privacy, to displace financial institutions, remove the middle man and make transactions almost frictionless. In fact, there is no free lunch. Cryto transaction initiator needs to pay a gas fee as part of how the underlying algorithm works. Besides, the privacy that cryptocurrency enables would allows tax evader, money launderer to take advantage.
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Calendar as a backward looking tool
The digital calendar is often presented chiefly for its forward looking functionality which is to organize and follow up with things to come. A coming event is put on a chosen daily or hourly calendar slot. Reminders would fire up a few minutes prior so that we could not miss important happenings out of absent mindedness. Shiny calendars like Google’s act as personal assistant of some sort, which manage to fit regular workout sessions into a busy schedule.
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Basic FBThrift example
Facebook re-opensourced their fork of Apache Thrift some 4 years ago. Yet there is relatively little documentation and independent comparison to see if there is any performance bonus to gain by moving from Apache Thrift to FBThrift. The two are no drop-in replacement, thus, replacing one with another requires effort. This post first looks at setting up and running FBThrift. Complete code example used in this post can be found here.
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Floating point binary representation in javascript
Inspired by this post which explains how computer stores floating point number, Here is a bit of javascript code that print out a float32 number in binary format. Firstly, the main idea is, floating point number is represented similar to scientific representation of numbers using
Enotation. -
Derivative of loss function in softmax classification
Though frameworks like Tensorflow, Pytorch has done the heavy lifting of implementing gradient descent, it helps to understand the nuts and bolts of how it works. After all, neural network is pretty much a series of derivative functions. In this blog post, let’s look at getting gradient of the lost function used in multi-class logistic regression.
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Perspectives in designing ML cost function
For many different machine learning problems, finding a solution involves these similar steps.
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