atlas news
Vitosh Academy : Python
21 june
15h09
Predict Wine Variety from text: Embeddings PyTorch
Vitosh
This is a small, but surprisingly whole and satisfying project we take a wine review of a few sentences and we train a tiny neural network to guess...
15 february
18h18
The Perfect Hash Function
Vitosh
In the article from 1984, Fredman and Komlos (1) mention the perfect hash function, that actually can store a sparse table with 0(1) worst case...
26 january
20h25
Elasticsearch Simple Introduction and Web App
Vitosh
Searching through 399 documents or 40 web pages (the numbers are not random) can be a tough task if you rely on standard tools like ctrl f. When the...
02 january
19h25
Python - A Beam Search in Graph
Vitosh
In our previous article, we explored the A (A-Star) Algorithm. It is the gold standard for pathfinding as it is optimal it always finds the shortest...
21 december
19h11
Python - A Star Search in Graph
Vitosh
A is probably my favourite graph search algorithm. Some 10 years ago, I have implmented it with Excel and after that I have written a few more...
08 december
12h51
Dijkstra’s Graph Algorithm with Python
Vitosh
In the previous articles, we have presented graphs with BFS and DFS. The BFS is actually good to find the path with the fewest nodes. But if the path...
03 december
12h07
Breadth-First Search (BFS) algorithm with Python
Vitosh
BFS, DFS, A-Star these sound like magic spells from a Harry Potter book And actually, these are magical (especially the A-Star) as far as they are...
01 december
19h43
Depth-First Search (DFS) algorithm with Python
Vitosh
Yesterday (blogging every day now ) I have presented a visualization with Python, in which a simple and basic graph was displayed. Today, I have...
30 november
18h26
Drawing a Graph with Python
Vitosh
Long time ago (somewhere in 2015) I have written an article about Dijkstra and the shortest path. In that article, I draw a graph on a notebook, just...
22 november
19h10
Python The Minimax Algorithm: Achieving Perfect Strategy
Vitosh
The Minimax algorithm is a fundamental decision-making rule used in Artificial Intelligence (AI) for two-player, zero-sum games, such as Chess,...
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