programming languages and software names

What this neuron does

This neuron lights up on the names of programming languages, number crunching tools and software, such as NumPy, Octave, Clojure, R and GIMP. Turning it up made the model's writing drift into repetitive, rambling text rather than anything about code.

Written by Claude from this neuron's activations and steering outputs. Confidence: medium. Think it is wrong? Flag it (opens a prefilled issue on GitHub).

Fires most on

The text windows where this neuron's activation was highest. Amber marks positive activation; the outlined token is the peak. Hover a token for its strength.

1. #1 peak

   programming language for statistics computing. These tools, especially their open source packages, have gained popularity among programmers in scientific and statistic computing. A fundamental component in both NumPy/SciPy and R are the linear algebra functions, which rely on the standard

2. #2 peak

   time.⏎You should give examples from dynamic typed languages instead, e.g. clojure.⏎Here's one example:<|endoftext|>The commerce of the ancient world was gathered into

3. #3 peak

   language. Octave has extensive tools for solving common numerical linear algebra problems, finding the roots of nonlinear equations, functions written in Octave's own language, or by using dynamically loaded modules written in C, C++,

4. #4 peak

   then move into more advanced topics such as neural networks and tree-based methods.⏎Finally, you’ll delve into the frontier of machine learning, using the caret package in R. Once you develop a familiarity with topics such as the difference between regression and classification

5. #5 peak

   will give a quick tutorial on how to extend NumPy/SciPy and R by writing a wrapper for an Intel MKL function and then use it from NumPy/SciPy or R programs.<|endoftext|>by Roman Davidov⏎(revisited from

6. #6 peak

   |⏎|Required to build||libstdc++|⏎|Required to build||fortran|⏎This entry (in part or in whole) was last reviewed on 4

Steering

Push this neuron up or down while the model writes, and watch what changes. The outputs were generated ahead of time, so nothing runs in your browser.

Most negative on

Where the activation went furthest below zero. Blue marks negative activation. Many neurons mean something different in each direction.

1. #1 peak

   Line using Visual C++ 2008⏎- Select Start >> All Programs >> Microsoft Visual C++ 2008 Express Edition >> Visual Studio Tools >> Visual Studio 2008 Command Prompt (Run with administrator privileges)⏎

2. #2 peak

   by DomainKeys Identified Mail (DKIM), before adding this signature to any outgoing mail it is essential that you generate a domain key which will be utilized by Google Apps to produce encrypted mail headers which are distinctive to your domain. Further, the mail

3. #3 peak

   you in the DNS records for your domain.⏎If your domain already has a DMIK domain key, then another key has to be produced to use with Google Apps and the domain key for Google apps can be differentiated from other keys through selector prefix

4. #4 peak

   kinds of powerful, dynamic applications and services. For more information on this great topic, please consult:⏎- Sun's Java Server Pages home (http://java.sun.com/products/jsp/)⏎- Westy Rockwell's article on "JSP Tag

Which neurons in earlier layers feed this one, and which later ones it feeds. Amber links excite, blue links suppress; longer bars are stronger.

Activation histogram

How often this neuron fires at each strength. Almost always it does close to nothing (the tall bars in the middle); the snippets above are the rare moments it fired hard, amber for positive and blue for negative.

Logit lens

The words this neuron nudges the model toward (amber) or away from (blue) when it fires. A hint, not a label: many neurons work through later layers instead.