Handy Python Profiler: line_profiler + kernprof
Just take a look at an exemplar output and you’ll know what they are designed for.
Recent Posts
Binary Encoding vs One hot Encoding
需要注意的是：one-hot encoding 应该是 binary encoding 的特殊情况。one-hot 的意思就是：只有一个 bit 是高位（1）；类似还有 one-cold encoding
Digest of Information Theory, Inference, and Learning Algorithms
1. Introduction to Information Theory
CPU bound vs IO bound
From stackoverflow: What do the terms “CPU bound” and “I/O bound” mean?:
Digest of Essence of Linear Algebra
Greatest thanks to 3Blue1Brown!
Building GWAVA environment on Ubuntu 16.04
GWAVA, Genome Wide Annotation of VAriants, is a tool aiming to predict the functional impact of non-coding genetic variants. It consists of two parts:
Python: Zip
zip 这个函数，用起来总是没有什么信心……我们上一下 The Python Standard Library 上的示例代码看看（注意：这并非源码，因为现在已经是返回一个 zip 对象了）：
Python: Signature
Just a reminder that we have such objects to inspect the function signatures， as PEP 362 – Function Signature Object indicates.
Python: *expression
Argument Unpacking: *expression and **expression inside function calls