Visual Studio Code ile Github Kullanımı

September 24, 2022 Python

How to chunk text into paragraphs using python

In this article, I want to show the approach that we are going to use in our project of podcast summarization. To summarize text correctly we first need to split a text into meaningful parts—paragraphs. · General approach·

September 24, 2022 Python

How To Loop Through Storage To Render A Blog On The Dyson Protocol (Part 6)

September 23, 2022 Natural Language Processing, Python

Text Analysis & Topic Modelling with spaCy & GENSIM

Apply Topic Modeling algorithms using Gensim — before moving on to more advanced textual analysis techniques

September 23, 2022 Python

Building a crypto application using Polars (part 1): Retrieving historical data from Binance

September 23, 2022 Natural Language Processing, Python

Word toVector for Natural Langauge Processing, Word2Vec using tf-idf

Hi Folks, If you are a data scientist working with machine learning models you may know that our model understands numerical values. While working with Natural language processing to make our models understand our words we need to embed our words into vectors.

September 23, 2022 Natural Language Processing, Python

Minun and Explainable Entity Matching

Given two collections of entities, such as product listings, the entity matching (EM) problem aims to identify all pairs that refer to the same object in the real world, such as products, publications, businesses, etc. Recently, deep learning (DL) techniques have been widely applied to the EM problem and have achieved promising results. Unfortunately, the performance gain brought by DL techniques comes at the cost of reducing transparency and interpretability. The reason is that DL-based approaches are more like black-box […]

September 23, 2022 Python

Using Conda? You might not need Docker

Docker packaging is useful, but doing it well is not easy. Even limiting the scope of discussion to production use of Python applications, the number of details to cover is extensive enough that I’ve written over 50 articles on the topic, and created a number of products to speed up the packaging process. In a better universe, none of this would be necessary. So while Docker is often useful enough to merit this effort, in some situations you might be […]