Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 21, 2024NLP Pipeline from Data Acquisition to DeploymentWhat is NLP Pipeline? NLP is a set of steps followed to build an end-to-end NLP software. Pipeline provides the thinking to build any app from a basic level up to advanced or real time used applications. NLP software consists of the following steps...DiscussPipeline
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 18, 2024The NLP Landscape - 1960's to 2024'sHello friends, This is my first blog on learning of NLP Language, or we can say NLP Method. I’m started my learning on 18th Nov. 2024 from YouTube tutorials, blogs, and google search. I’m not a pro in writing the blogs but still I’m starting to write...Discussnlp
Uffa Modeyfafa.codes·Nov 17, 2024Build an ML Model for Classifying Images in a Django API App using Fastai, Hugging Face, Gradio and ColabOverview I developed an image-sharing API that allows authenticated users to upload images, which can be viewed by other authenticated users following them within the app. One requirement for this API was to integrate AI-based image classification, c...Discuss·10 likesgradio
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024Hugging Face #6: Topic Modeling, Sentence Embeddings, and Dynamic ClusteringSource Code Here: HuggingFace Code https://gist.github.com/0f88f53525d0fd992b627d62a0da13b2.git Chunk 1: Import Libraries and Load Data Code: !pip install bertopic from sklearn.datasets import fetch_20newsgroups from sentence_transformers import...DiscussDynamic Clustering
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK vs. Hugging Face #6: Sentiment Analysis, Text Classification, and Entity ExtractionSource 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...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK, SpaCy VS Hugging Face #5: Regex, Exact Matching, Entity Recognition, Grammar ParsingSource 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...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK, SpaCy, Gensim VS Hugging Face 4#: POS Tagging, Parsing, TF-IDF, One-Hot Encoding, and Word2VecNLTK 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, ...Discussgensim
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK vs. Hugging Face #3: Visualization, Clustering, NER, Word CloudsNLTK 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...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK VS HuggingFace #2 - Emoji replacement, smart quotes handling, stop word removal, stemming, lemmatization, and spell checkingSource 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...Discussnlp
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK/Spacy VS HuggingFace #1 - Tokenization, POS tagging, NER, and summarizationSource 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...Discussnltk
