Text Classification

concepts · 5 notes linked

Related: Nltk · Natural Language Processing · Scikit Learn · Out Of Core Learning · Online Learning · Machine Learning · Fasttext · Meta

Notes

• NLTK — Python Natural Language Toolkit for human language processing
• Natural Language Processing in the kitchen — Using NLTK Maximum Entropy classifier to parse recipe text from newspaper archives
• Out-of-core classification of text documents — Scikit-learn online learning for text classification without loading full dataset
• Showcasing Agile Safety Classifiers with Gemma | Google Codelabs — LoRA fine-tuning Gemma as a hate-speech safety classifier
• Text classification · fastText — Tutorial for training supervised text classifiers with fastText