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Linux

Connect via SSH to your Linux Server

A straight forward instruction how to configure a ssh connection to your Linux server with your bash terminal.

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Linux

Bash Terminal File Listing

You are new to the Linux bash terminal or you just didn’t had the time or motivation to read through the manual about how to list files? No problem, here is a quick guide with the most important functions.

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LSTM Network

A long short-term memory neural network is a type of RNN, capable of learning long-term dependencies. The difference between a classical RNN and an LSTM network is the architecture of its cell. Instead of having just one single layer, a LSTM cell has four: σ 1): forget gate σ 2): input gate tanh: tanh layer […]

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Recurrent Neural Networks (RNNs)

A recurrent neural network (RNN) is a type of neural network which uses sequence data or time series data. The major difference between a RNN and other networks is the capability of storing information derived from previous outputs. The most simple example of a RNN consists of just one single neuron. The neuron receives an […]

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List reshaping with Numpy

While working with datasets, it is often times required to change the shape of it. For example, you have one long list with all the data in it. Each data value inside the list reflects a daily record. If you are interested in a weekly analysis, you need to transform it from a one dimensional […]

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Arch Linux: Installing Applications from Source

Installing applications on Linux is treated different than on Windows. Instead of having a single .exe file which initiates the installation process, you will deal with package management systems. The system contains a broad selection of applications and with just one command you are able to install them. However, there are multiple package management systems […]

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Gradient Descent Introduction

Gradient descent is an optimization algorithm for finding the maximum/minimum of some function. It is an iterative approach where you are calculating the slope of a derivative function to move step wise to the maximum/minimum value. The slope on this example is at 2. By decreasing/increasing x step wise and comparing the result with the […]

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Linux Manjaro – Windows 10 Dual Boot on Dell XPS

Here is a quick guideline to install Manjaro Linux along with Windows 10 for the Dell XPS notebook series, tested on model 9560. It is always recommended to backup your system before making changes on your BIOS settings! Change RAID to AHCI Dell notebooks using a disk technology called RAID on default. It basically merges […]

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Jupyter Notebook on your iPad with Junno Connect

Junno Connect is an iOS application which enables the power of Jupyter Notebook on your iPad. Read the article to set it up correctly and start your journey today!

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How to Get the Best Scientific Journals of Your Topic

Good sources for your research are critical. But how do you get the best quality journals? Scimagojr.com is a good point to start, it is providing a huge u to date database of ranked Journals on all science disciplines. So let me give you a quick introduction how to use SJRs journal rankings.