Hello, LAMMPS!
Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) is a molecular dynamics program from Sandia National Laboratories.
1 Installation on Ubuntu
1.1 Install Dependency
Install ...
Posted on March 4, 2019
Windows Subsystem for Linux
Windows Subsystem for Linux (WSL) is a compatibility layer for running Linux binary executables (in ELF format) natively on Windows 10 and Windows Server 2019.
1 Install Windows Subsystem for ...
Posted on January 24, 2019
Ira-Gen Instruction
Ira-Gen is a tool for generating source code (HTML/CSS) of “Ask Ira” on Miami Heat Forum of Hupu.com. Following steps will instruct you how to generate source code with Ira-Gen.
1 Startup
Dow...
Posted on October 21, 2018
Sublime Text 3 Configuration
1 Installation & Crack
Download SUblime Text 3 (Build version 3176) here and unzip it to some directory.
Double-click on Sublime Text Build 3176 x64 Setup.exe to install.
After installation ...
Posted on October 4, 2018
Machine Learning Notes (3)
Chapter III - Neural Networks Representation
1 Motivations
Consider a supervised learning classification problem.
You may apply logistic regression with a lot of nonlinear features like $x_1$, $x_2$, $x_1^2$, $x_2^2$, $x_1x_2$, $x_1^2x_2$, ...
Posted on September 30, 2018
Machine Learning Notes (2)
Chapter II - Logistic Regression & Regularization
1 Logistic Regression
1.1 Hypothesis Representation
In linear regression,
We could approach the classification problem ignoring the fact that $y$ is discrete-valued, and use our old linear reg...
Posted on September 7, 2018
Machine Learning Notes (1)
Chapter I - Linear Regression
1 Supervised / Unsupervised Learning
1.1 Supervised Learning
Supervised learning problems are categorized into “regression” and “classification” problems.
In a regression problem, we are trying ...
Posted on August 30, 2018
Jekyll Configuration
Jekyll transforms your plain text into static websites and blogs. Following steps will instruct you how to install and configure Jekyll.
1 Install Ruby & DevKit
Jekyll is a plugin develop...
Posted on August 1, 2018
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