Scikit-learn Reviews

4thewords Reviews

Scikit-learn mentions (40)

• Detecting Ingress Tool Transfer (T1105) with Python

  Certutil.exe or notepad.exe opening an external connection lands in rare because, fleet-wide, those processes almost never egress. Tune the <= 3 threshold to your environment size. For a more principled version, score each (process, destination) pair by frequency and treat the long tail as the hunt queue, which is the same idea behind scikit-learn's rarity-based anomaly methods without the model overhead. - Source: dev.to / about 1 month ago

• Best AI Cybersecurity Training for Security Teams: How to Pick

  Pre-configured environment. A working VM or container with Jupyter, pandas, scikit-learn, and transformers already installed. Realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. If the first hour of training is fighting CUDA installs, the course is not ready. - Source: dev.to / about 2 months ago

• Where to Get Hands-On AI Training for Cybersecurity Professionals

  Pre-configured environment. A good course ships a VM or container with Jupyter, pandas, scikit-learn, PyTorch or transformers, and realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. No setup tax. - Source: dev.to / about 2 months ago

• How Anomaly Detection Actually Works in Security Operations

  Isolation-based models: Build random decision trees that split features. Points that are isolated quickly (short average path length across trees) are anomalies. IsolationForest in scikit-learn implements this. Handles high-dimensional feature spaces without assuming a distribution. - Source: dev.to / 3 months ago

• Building a Personalized Meal Recommendation System

  In practice, you’ll want to use libraries (like scikit-learn or TensorFlow.js for more advanced modeling), but the principle remains: find what similar users enjoy, and use that as a basis for recommendations. - Source: dev.to / 4 months ago

4thewords mentions (22)

• Word Count Accountability/Writing App??

  There's 4thewords, where they gamify writing. I've not tried it but it looks interesting. Source: about 3 years ago

• Executive Dysfunction

  Yes, I'm the same way. Two things have helped me. 1. Using the Pomodoro technique. You can find timers online and they tick while you are doing whatever, which I find helps me stay on track. I do 30 minutes with 5 minutes break. 2. 4thewords.com is a really cool gamification system for writers. You basically fight monsters while you're writing. It's amazing how well it keeps you on track! Also, there are some... Source: about 3 years ago

• Where you write?

  I use 4thewords.com with Scrivener for organisation and notes, but it really depends on what works for you. I like the gamification of 4thewords because it helps me focus, other people prefer options where they can completely turn off their wifi for fewer distractions. There are people who still write entirely by hand for their first drafts because it helps turn off their inner editor. Try a few options and see... Source: over 3 years ago

• Hello, I'm Celia Lake. I write cosy historical fantasy romances. Ask Me Anything today!

  My word count went up substantially when I stopped commuting every day in March of 2020. These days I'm in the office 2-3 days a week, but I've kept the words up, and average about 2K a day (though there are days I do a lot less and some I do more). I draft on 4theWords, so there is a bit of gamification there - can I get through this word battle to defeat this monster, etc. Source: over 3 years ago

• Campfire Writing?

  I use 4TheWords more often than some of the other ones lately, and it's sorta fun too. They've got a thirty day trial and plenty of events that give you additional time for free (especially NaNo). Also worth a check if some of the other software doesn't tickle your fancy. Source: over 3 years ago