All Questions
9 questions
2
votes
1
answer
394
views
Generating random number of randomly sized Squares/Rectangles using numpy arrays
I made classes to use in generating square/rectangular shapes on a texture.
...
- 21
2
votes
1
answer
101
views
Performance issue in python- network creation based on the Euclidean distance with nested for loops is too slow
I want to create a network in which the links are formed based on a similarity metric defined as the Euclidean distance between the nodes. The distance is calculated using socio-demographic features ...
- 21
8
votes
2
answers
507
views
Univariate linear regression from scratch in Python
I am relatively new to machine learning and I believe one of the best ways for me to get the intuition behind most algorithms is to write them from scratch before using tons of external libraries.
...
- 379
17
votes
1
answer
590
views
Warhammer: How many of my attacks will succeed?
Me and a couple of mates sometimes play a game called Warhammer.
When playing the game you have options of what each model attacks.
This can lead to situations where you know if you shoot with 100% of ...
- 44.2k
1
vote
1
answer
690
views
Comparison of exponential smoothing and regression on a Lloyds bank's stock price data
What is one way to change it into a program that makes use of OOP concepts? I have always programmed this way and I feel that I would somehow need to improve on it. By the way, I have deliberately ...
- 13
6
votes
1
answer
106
views
Gradient Boosting Class/Module using sklearn. (My first Python Module)
This is a follow-up question to My last question. From then on, I think that I have improved quite a lot thanks to a large amount of feedback I received from my last post. This will be the last time I ...
- 477
3
votes
1
answer
2k
views
Scoreboard with score evolution plots using classes
I've very recently started using OOP paradigms for the code in my work (academic research). As an exercise I tried coding this quick scoreboard.
I'm not interested in improving the 'display' part, I ...
- 389
10
votes
2
answers
2k
views
A 3-D vector class built on top of numpy.array
I wanted a convenient class to easy access the parameters inside. I am using a lot of math in my game; that's why a wanted to access them through x, ...
- 243
12
votes
1
answer
1k
views
Parallelizing some model fitting code using multiprocessing
I'm trying to refactor some code for fitting parametric models that are defined symbolically using Theano. My goal is for all models to expose a common interface so that, as far as possible, they can ...
- 223