Anix Lynch – Technical Notes & Engineering Playbooks

#nltk

Articles tagged with #nltk

NLTK vs. Hugging Face #6: Sentiment Analysis, Text Classification, and Entity Extraction
Source Code Here: NLTK Codehttps://gist.github.com/7794de461741038e66ee8fbfdd164673.git HuggingFace Code https://gist.github.com/5afd307334b4d7fc0497f2f4585401ce.git Comparison Table Here’s a comparison table summarizing when to use Hugging Face Tra...
Nov 13, 202410 min read9
NLTK, SpaCy VS Hugging Face #5: Regex, Exact Matching, Entity Recognition, Grammar Parsing
Source Code Here: NLTK Codehttps://gist.github.com/a93560d8434cf4c147ed0a19e027c913.git HuggingFace Code https://gist.github.com/7c787074999fa8cfc835663ce8a8d2a0.git Comparison Table Here’s a comparison table summarizing when to use Hugging Face Tra...
Nov 13, 202412 min read6
NLTK, SpaCy, Gensim VS Hugging Face 4#: POS Tagging, Parsing, TF-IDF, One-Hot Encoding, and Word2Vec
NLTK Codehttps://gist.github.com/c969899618e37ba00be355eb676c8c39.git HuggingFace Code https://gist.github.com/4f9b5a23dcde12a45f87ea5254013aed.git Comparison Table Here’s a comparison table summarizing which tool (Hugging Face Transformers, SpaCy, ...
Nov 13, 202410 min read8
NLTK vs. Hugging Face #3: Visualization, Clustering, NER, Word Clouds
NLTK Codehttps://gist.github.com/43e222f213f3f217a3d99c1912d12375.git HuggingFace Code https://gist.github.com/03fac7cf537d5e07946aabee14aa81ef.git NLTK Code Chunk 1: Importing NLTK and Displaying Corpus Information Code: import nltk from nltk.co...
Nov 13, 20248 min read3
NLTK VS HuggingFace #2 - Emoji replacement, smart quotes handling, stop word removal, stemming, lemmatization, and spell checking
Source code here: NLTK Code https://gist.github.com/a60a29d0aede72d3c9f5854bdd5d7916.git HuggingFace Code https://gist.github.com/ed6e307157cb2790285247057c25e7f0.git Table summarizing scenarios where NLTK is still preferable Compared to Hugging Face...
Nov 13, 202410 min read2
NLTK/Spacy VS HuggingFace #1 - Tokenization, POS tagging, NER, and summarization
Source code here: NLTK/Spacy Code https://gist.github.com/2f8b8167ae5c557dc027dc19f9a84c2b.git HuggingFace Code https://gist.github.com/e293e7c3f26dd7f4104a62a9d447ec95.git Table summarizing the NLP tasks and which tool is best TaskBest ToolReaso...
Nov 13, 202416 min read12

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