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 ...
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 ...
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...
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 ...
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 $x_1$, $x_2$, $x_1^2$, $x_2^2$, $x_1x_2$, $x_1^2x_2$, ...
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...
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 ...
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...
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