Love Island Recouplings: A Network Analysis
When I’m honest with myself my two main interests are crap reality TV and telling stories with data. That’s ordered by my own interest too. For a long time I found it almost impossible to blend these two seemingly unrelated passions, until I read a bit about Network Analysis.
Read moreA brief summary of Knowledge Graphs
Knowledge representation and reasoning is one of the popular fields in artificial intelligence dedicated to offering methods that will make it possible to build complex systems by trying to incorporate how people represent information and solve problems. It can be said as the main technology for the Semantic Web.. The Semantic Web combine concepts from knowledge representation and reasoning with markup languages based on XML. Resource Description Framework (RDF) and The Web Ontology Language(OWL) provide methods for modeling knowledge-based objects […]
Read moreChatterBot: Build a Chatbot With Python
Chatbots can provide real-time customer support and are therefore a valuable asset in many industries. When you understand the basics of the ChatterBot library, you can build and train a self-learning chatbot with just a few lines of Python code. You’ll get the basic chatbot up and running right away in step one, but the most interesting part is the learning phase, when you get to train your chatbot. The quality and preparation of your training data will make a […]
Read moreVideo: Accelerate Transformer Training with Optimum Graphcore
In this video, I show you how to accelerate Transformer training with Optimum Graphcore, an open-source library by Hugging Face that leverages the Graphcore AI processor. First, I walk you through the setup of a Graphcore-enabled notebook on Paperspace. Then, I run
Read moreElasticsearch: Search optimization
7 ideas on how to use NLP to optimize your search engine with code Written by Daniel Popek and Paweł Mielniczuk.
Read moreAll About Python Backends FastAPI vs Django vs Flask… ??? (2022)
This article compares the Python frameworks used by Intel, IBM, NASA, Pixar, Netflix, Facebook, JP Morgan Chase, Spotify, Nebula and other companies, despite criticism that it is a slow language.
Read moreDjango Jet ile Nasıl Daha iyi Django Admin Sayfası Tasarlanır ?
Django Admin Sayfası bir database yönetim sayfasıdır. Model classlarımızda oluşturduğumuz objeler ORM ile db’ye aktarılır. Django’nun admin sayfası birçok kişiye göre sade kalmaktadır, gerçek bir admin dashboard’ına nasıl benzetebiliriz hangi kütüphaneleri kullanmalıyız bu yazımda bu konudan bahsedeceğim. Örnek Django Jet Uygulaması:
Read moreThreading and Multiprocessing in Python
這篇文章會探討 Threading 和 Multiprocessing 在 Python 中的差異。Python 因為有 GIL(Global Interpreter Lock)的全域鎖,使得 Python 運行時僅運行一個 thread 來保證 Thread-Safe,使得 Python 的 multithreading 被降級成為 concurrency 的狀況。 此篇文章為個人的學習筆記,若有任何錯誤歡迎指證,希望大家能一同進步! 文章中實作的
Read moreFair Hostel Pick With AI
How to be unbiased when choosing the hostel for your next trip
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