Insightful Data Science Web Applications with Streamlit
Insert a file uploader that accepts a single file at a time Streamlit is a free and open-source library that can be used with your favourite Python IDE to create web apps for data science and machine learning in a short time. You
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Practical Metric Learning
This post is related to the recent release of a new open-source project called OpenMetricLearning (OML), and one of its goals is to lower the entry threshold for metric learning pipelines. We will briefly introduce the theory, discuss the examples in code and show how simple heuristics can perform on a level comparable with the current SotA. Since the project is new, each star on GitHub is essential for us.
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NLP Unlocked: Introduction #000
NLP unleashed: unleashing the power of natural language processing.
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Microsoft Power BI and Python: Two Superpowers Combined
Microsoft Power BI is an interactive data analysis and visualization tool that’s used for business intelligence (BI) and that you can now script with Python. By combining these two technologies, you can extend Power BI’s data ingestion, transformation, augmentation, and visualization capabilities. In addition, you’ll be able to bring complex algorithms shipped with Python’s numerous data science and machine learning libraries to Power BI. Whether you’re new to Power BI, Python, or both, you’ll learn how to use them together. […]
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Call External API in Snowflake without using External Functions
How to load data from external API into Snowflake table using Python
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Search the contents of DWG files with Python using OCR
AutoCAD has dominated the Computer Aided Design (CAD) space since the 1970’s. They created a file format for saving and sharing CAD files, and that extension is .dwg. These DWG files typically contain tags, labels, blueprints and more. It’s a treasure trove of rich unstructured data, that until now has been challenging to unlock.
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Building my first NLP text classification model using IPUs
This blog aims to demonstrate step-by-step how to fine-tune a Graphcore Hugging Face (HF) Optimum model for a text classification task on the GLUE General Language Understanding Evaluation benchmark. I will take it further by showing how to train and test the model using your own datasets. What is Natural Language
Read moreEveryday Project Packaging With pyproject.toml
Packaging is often associated with publishing a project on PyPI, which can make you bypass packaging as something you don’t need to worry about at the start of your project. Python packaging has also had a long history and can be overwhelming for all levels of programmers. But it doesn’t have to be a scary process! In this Code Conversation, you’ll follow a chat between Ian and Geir Arne demonstrating the relatively new, officially sanctioned way of setting up your […]
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Forecasting Football Results -Part 1: Web Scraping
Python project exploring football results and betting odds
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