Label
Artificial Intelligence
Categorical Features: What’s Improper With Label Encoding?
Why we are able to’t arbitrarily encode categorical featuresIt’s well-known that many machine learning models can’t process categorical features natively. While there are some exceptions, it’s normally as much as the practitioner to come...
Artificial Intelligence
TikTok debuts recent tools and technology to label AI content
As more creators turn to AI for his or her artistic expression, there’s also a broader push for transparency around when AI was involved in content creation. To deal with this concern, TikTok announced...
Artificial Intelligence
“Label Generated AI Content”… EU, sanctions from the top of August
Before the European Union (EU) enacted the 'Artificial Intelligence (AI) Law', it decided to force the display of what AI was utilized in AI-generated content. The aim is to forestall AI unwanted side...
Artificial Intelligence
Effectively Annotate Text Data for Transformers via Lively Learning + Re-labeling What’s Lively Learning? What’s ActiveLab? Motivation Classifying the Politeness of Text Methodology Model Training and Evaluation Use Lively Learning Scores...
Boost Transformer model performance with Lively Learning assisted data labelingWe see that selecting what data to annotate next has drastic effects on model performance. Lively learning using ActiveLab consistently outperforms random selection by a...
Artificial Intelligence
5 Jupyter Hacks That You Never Knew Even Existed #1 Stop Previewing Raw DataFrames #2 Label Your Data With The Click Of A Button #3 View Documentation...
With a bonus tipJupyter Notebook is one of the sought-after IDEs for just about all Python-oriented programming tasks corresponding to data science, machine learning, scientific computing, and plenty of more.Its interactive coding capabilities make...
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