Install and Integrate Rspamd
In this tutorial we will go through the installation and configuration of the Rspamd spam filtering system and its integration into our mail server and creating...
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The Building Blocks of Interpretability
Interpretability techniques are normally studied in isolation. We explore the powerful interfaces that arise when you combine them — and the rich structure of this combinatorial...
Read moreInstall and configure Postfix and Dovecot
Postfix is an open-source mail transfer agent (MTA), a service used to send and receive emails. Dovecot is an IMAP/POP3 server and in our setup it...
Read moreSet up a mail server with PostfixAdmin
Postfix Admin is a web based interface which allows users to configure and manage a Postfix based email server. With Postfix Admin you can create and...
Read moreA (Long) Peek into Reinforcement Learning
[Updated on 2020-09-03: Updated the algorithm of SARSA and Q-learning so that the difference is more pronounced. [Updated on 2021-09-19: Thanks to 爱吃猫的鱼, we have this...
Read moreThe Multi-Armed Bandit Problem and Its Solutions
The algorithms are implemented for Bernoulli bandit in lilianweng/multi-armed-bandit. Exploitation vs Exploration The exploration vs exploitation dilemma exists in many aspects of our life. Say, your...
Read moreConfigure Odoo with Nginx as a Reverse Proxy
Odoo comes with a built-in web server, but in most cases it is recommended to have a reverse proxy in front of it which will act...
Read more(started posting on Medium instead)
The current state of this blog (with the last post 2 years ago) makes it look like I’ve disappeared. I’ve certainly become less active on blogs...
Read moreHow to Install Nginx on Ubuntu 16.04
In this tutorial, we’ll discuss how to install and manage Nginx on Ubuntu 16.04 systems. Nginx pronounced engine x is a free, open-source, high-performance HTTP and...
Read moreTo Serve Man, with Software
I didn’t choose to be a programmer. Somehow, it seemed, the computers chose me. For a long time, that was fine, that was enough; that was all...
Read moreObject Detection for Dummies Part 3: R-CNN Family
[Updated on 2018-12-20: Remove YOLO here. Part 4 will cover multiple fast object detection algorithms, including YOLO.] [Updated on 2018-12-27: Add bbox regression and tricks sections...
Read moreSecure Nginx with Let’s Encrypt on Ubuntu 16.04
In this tutorial, we’ll provide a step by step instructions about how to secure your Nginx with Let’s Encrypt using the certbot tool on Ubuntu 16.04
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