A simple telnet based Taboo game in async Python
Marton Trencseni - Sun 06 October 2024 • Tagged with taboo, python, async
I built a simple Python-based Taboo game server using asyncio to provide a customizable multiplayer experience via Telnet. 
Writing unit tests for the async message queue server
Marton Trencseni - Sat 15 June 2024 • Tagged with python, async, message, queue, unit, test
I write a small library of unit tests for the message queue servers.
Writing a simple Python async message queue server - Part III
Marton Trencseni - Wed 22 May 2024 • Tagged with python, async, message, queue
In this final post on the toy Python async message queue server implementation, I make further feature and code improvements.
Introduction to Marketing Mix Modeling
Marton Trencseni - Sun 23 July 2023 • Tagged with mmm, marketing, mixed, model, lightweight_mmm, google, python
I describe the concept of Marketing Mix Modeling using Google's LightweightMMM library.
GPT News Poet: silly AI poems based on today's news
Marton Trencseni - Sun 07 May 2023 • Tagged with gpt, python, gnews, ai
I show how I used GNews and the OpenAI API to build GPT News Poet, a fun toy site showing silly AI poems based on today's news.
Can ChatGPT write the Python async message queue codes from the previous posts?
Marton Trencseni - Sun 05 March 2023 • Tagged with python, async, message, queue, chatgpt
I try to get ChatGPT to write the codes in the previous posts. It's able to write the basic message queue skeleton, but cannot implement more complicated features such as delivery semantics with caching.
Writing a simple Python async message queue server - Part II
Marton Trencseni - Thu 02 March 2023 • Tagged with python, async, message, queue
I write a somewhat more complicated, but still relatively simple async message queue server in Python.
Writing a simple Python async message queue server - Part I
Marton Trencseni - Mon 27 February 2023 • Tagged with python, async, message, queue
I write a simple, bi-directional async message queue server in Python.
Finding similar API functions between Pytorch and Tensorflow with Doc2Vec
Marton Trencseni - Wed 21 December 2022 • Tagged with similarity, python, word2vec, doc2vec, pytorch, tensorflow
I use Doc2Vec to try to find pairs of similar API functions between Pytorch and Tensorflow.
Similar posts recommendation with Doc2Vec - Part III
Marton Trencseni - Sat 10 December 2022 • Tagged with similarity, python, gensim, word2vec, doc2vec, pyml
In the previous posts, I used the Doc2Vec neural network architecture to compute the similarities between my blog posts, and explored the quality of the scores. In this final post, I show how I added the final Articles You May Like recommendation sections to the blog — it's live!
Similar posts recommendation with Doc2Vec - Part II
Marton Trencseni - Sun 04 December 2022 • Tagged with similarity, python, gensim, word2vec, doc2vec, pyml
In the previous post, I used the Doc2Vec neural network architecture to compute the similarities between my blog posts. In this second post I investigate the results further by examining clusters in graphs.
Similar posts recommendation with Doc2Vec - Part I
Marton Trencseni - Sat 03 December 2022 • Tagged with similarity, python, gensim, word2vec, doc2vec, pyml
One of the things I learned at Facebook is the power of recommendations. Examples are People You May Know (PYMK), Groups You May Like (GYML) and Pages You May Like (PYML). Inspired by these, I am planning to add an Articles You May Like widget to Bytepawn, based on the semantic similarity of blog posts. I use the Doc2Vec neural network architecture to compute the similarity between my blog posts, and return the top 3 recommendations for each page.
Ask HN: Data Scientists, what libraries do you use for timeseries forecasting?
Marton Trencseni - Wed 30 November 2022 • Tagged with timeseries, prophet, darts, python
One of the most common Data Science tasks in a business setting is timeseries forecasting. I was curious what methods and libraries other Data Scientists use, so I posted an "Ask HN" on Hacker News. The post generated 89 comments, most of them high-quality. This is my summary of the discussion.
Useful Python decorators for Data Scientists
Marton Trencseni - Sun 22 May 2022 • Tagged with python, decorators
I show toy implementations of Python decorator patterns that may be useful for Data Scientists.
Building a toy Python @dataclass decorator
Marton Trencseni - Thu 12 May 2022 • Tagged with python, dataclass, decorator
I write a toy implementation of Python's @dataclass decorator to improve my Python fu and learn more about decorators and metaprogramming.
Python decorator patterns
Marton Trencseni - Sun 08 May 2022 • Tagged with python, decorators
I show toy implementations of Python decorator patterns such as @measure, @repeat, @trace, @count, @singleton, and @app.route (made famous by Flask).
Building a toy Python Enum class - Part II
Marton Trencseni - Thu 05 May 2022 • Tagged with python, enum
I extend my previous toy implementation of Python's Enum class to add more features.
Building a toy Python Enum class - Part I
Marton Trencseni - Tue 03 May 2022 • Tagged with python, enum
I write a toy implementation of Python's Enum class to learn about Python metaclasses.
Python types for Data Scientists - Part III
Marton Trencseni - Fri 22 April 2022 • Tagged with python, types
I show slightly more advanced aspects of type checking in Python for Data Scientists.
Python types for Data Scientists - Part II
Marton Trencseni - Sun 17 April 2022 • Tagged with python, types
I show slightly more advanced uses of type checking in Python.
