How can you measure the quality of a large language model? What tools can measure bias, toxicity, and truthfulness levels in a model using Python? This week on the show, Jodie Burchell, developer advocate for d
In general, a function takes arguments (if any), performs some operations, and returns a value (or object). The value that a function returns to the caller is generally known as the function’s return value. All Python functions have a return value, either explicit or implicit. You’ll ...
# Measure execution time of a while loop while_loop_time = timeit.timeit( stmt=""" counter = 0 while counter < 1000000: counter += 1 """, number=10, ) print(f"For loop execution time: {for_loop_time:.6f} seconds") print(f"While loop execution time: {while_loop_time:.6f} sec...
While such substations are sometimes acceptable at the individual level, however, the gap between any proxy measure and the real phenomenon multiplies with the scale of the data and the system it is used to power. When this happens, we end up with a massively distorted view of the very ...
sensitive attribute in the whole database. In order to measure the distance between the distributions, following3, the Earth Mover’s distance (EMD) between the two distributions using the ordered distance is applied for numerical sensitive attributes. For categorical attributes, the equal distance ...
This default comparison is a practical and convenient way to measure the actual color equivalence on your screen, or in your video card memory. But this comparison wouldn't make the difference between a black red, and a black blue, which both are black: ...
You may choosewhether to measure the input in Hours or in days (where partial days are accepted input).(c) You must define a function called wind_chill, which takes two inputs, air temperature(in degrees Celsius), and wind speed (in km/h), in that order, and returns the apparent...
Its important for us to know difference between mutable and immutable types and how they are treated when passed onto functions. Memory efficiency is highly affected when the proper objects are used.For example if a mutable object is called by reference in a function, it can change the ...
Design inspiration comes from the continuous stimulation of external information and the continuous accumulation of knowledge. In order to obtain an ideal design inspiration from nature, researchers have proposed a large number of biological information
To helpillustrate how simple it is to work with table-type data in Python, we’ll walk through examples of how to read in data from all of the file types mentioned in this section—plus a few others, just for good measure. While in later chapters we’ll look at how to do more with...