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Tags: classification* + machine learning*

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11. Feature Extraction with BERT for Text Classification | by Marcello Politi | Jun, 2022 | Towards Data Science

    2022-07-11 Tags: bert, classification, text, nlp, machine learning, deep learning, embedding by klotz
12. Neural Network Identifies Bird Calls, Even On Your Pi | Hackaday

    2022-06-26 Tags: bird, birdnet, raspberry pi, audio, dsp, neural network, classification, hackaday by klotz
13. SBERT vs. Data2vec on Text Classification | by Jinhang Jiang | May, 2022 | Towards Data Science

    Each time you run the model, the results may vary a little bit. Overall, after 5 tries, I can conclude that SBERT has a bit better performance in terms of best f1 score while Data2vec used way less memory. The average f1 scores for both models are very close.

    2022-05-19 Tags: sbert, data2vec, text, classification, multi-label, nlp, machine learning, towardsdatascience by klotz
14. 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
15. Clustering sentence embeddings to identify intents in short text | by David Borrelli | Oct, 2021 | Towards Data Science

    2021-10-20 Tags: embedding, intent, umap, hdbscan, classification, machine learning by klotz
16. DataScienceToday - Sentiment Analysis using Python (Part II - Doc2vec vs Word2vec)

    2021-10-07 Tags: word2vec, doc2vec, neural_network, python, classification by klotz
17. Zero-Shot Intent Classification with Siamese Networks | by Duygu ALTINOK | Sep, 2021 | Towards Data Science

    2021-09-25 Tags: bert, intent, classification, deep learning by klotz
18. 5 Techniques to work with Imbalanced Data in Machine Learning | by Satyam Kumar | Sep, 2021 | Towards Data Science

    2021-09-21 Tags: machine learning, classification, imbalance by klotz
19. Music Classification Using Deep Learning | Python | by Moosa Ali | Analytics Vidhya | Aug, 2021 | Medium

    2021-09-20 Tags: music, classification, sound, audio, deep learning by klotz
20. Learning Text Classification Using the fastText Library

    2021-09-20 Tags: text, classification, fasttext, python, machine learning, nlp by klotz

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