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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. Word embeddings  |  Text  |  TensorFlow

   2022-11-10 Tags: embedding, doc2vec, tensorflow, word2vec, classification, neural network by klotz
4. 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
5. Learning Text Classification Using the fastText Library

   2021-09-20 Tags: text, classification, fasttext, python, machine learning, nlp by klotz
6. Siamese networks with Keras, TensorFlow, and Deep Learning - PyImageSearch

   2020-12-01 Tags: keras, tensorflow, verification, comparison, classification, embedding, deep learning by klotz
7. Text Classification with NO model training | by Mauro Di Pietro | Sep, 2020 | Towards Data Science

   2020-09-15 Tags: nlp, text classification, mauro di pietro, bert, python, tutorial, data science, text analysis, zero shot by klotz
8. Classifying 4M Reddit Posts in 4k Subreddits: an End-to-end Machine Learning Pipeline

   2020-04-05 Tags: nlp, classification, reddit, fasttext, python, deep learning by klotz
9. Tensorflow 2.0 Data Transformation for Text Classification

   2019-10-31 Tags: tensorflow 2.0, text, classification, tutorial, python, nlp by klotz
10. “Positive or Negative? Spam or Not-spam? A simple Text classification problem using Python”

    2019-06-29 Tags: nlp, python, naive bayes, classification by klotz

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