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Tags: machine learning* + python* + nlp*

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1. Topic Model Labelling with LLMs

   Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini. The article details training a FASTopic model and labeling its results using GPT-4.0 mini, emphasizing reproducibility and control over the labeling process.

   2025-07-15 Tags: llm, machine learning, nlp, python, topic modeling, fastopic, turftopic, gpt-4, classification by klotz
2. txtai-text-classify.py

   A Github Gist containing a Python script for text classification using the TxTail API

   2024-07-13 Tags: gist, python, txtail, text classification, github, benchmark, llm, gpt, bert by klotz
3. LLM vector search

   2023-06-23 Tags: llm, vector, search, embedding, python by klotz
4. Word embeddings  |  Text  |  TensorFlow

   2022-11-10 Tags: embedding, doc2vec, tensorflow, word2vec, classification, neural network by klotz
5. Universal Sentence Encoder

   2022-04-19 Tags: google, tensorflow, embedding, sentence, nlp, machine learning, model by klotz
6. From raw text to model prediction in under 30 lines of Python

   A quick guide for fast exploration of NLP pipelines

   2022-04-12 Tags: python, nlp, text, classification, machine learning, atom by klotz
7. How to Visualize Text Embeddings with TensorBoard | by Nicolo Cosimo Albanese | Jan, 2022 | Towards Data Science

   2022-01-31 Tags: nlp, text, embedding, tensorboard, python, visualization, tensorflow by klotz
8. Learning Text Classification Using the fastText Library

   2021-09-20 Tags: text, classification, fasttext, python, machine learning, nlp by klotz
9. Sarcasm Text Classification using spaCy in Python | by Ng Wai Foong | May, 2021 | Towards Data Science

   2021-05-07 Tags: sarcasm, text, nlp, spacy, python, machine learning by klotz
10. Siamese networks with Keras, TensorFlow, and Deep Learning - PyImageSearch

    2020-12-01 Tags: keras, tensorflow, verification, comparison, classification, embedding, deep learning by klotz

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