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Tags: nlp* + machine learning* + github*

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1. 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
2. GitHub - jina-ai/finetuner: Finetuning any DNN for better embedding on neural search tasks

   2021-10-21 Tags: embedding, fine-tune, deep learning, nlp, github by klotz
3. GitHub - ddangelov/Top2Vec: Top2Vec learns jointly embedded topic, document and word vectors.

   2020-10-16 Tags: github, topic modeling, word embedding, embedding, nlp, text, classification, deep learning, lda by klotz
4. GitHub - hanxiao/bert-as-service: Mapping a variable-length sentence to a fixed-length vector using BERT model

   2020-10-15 Tags: bert, word embedding, foss, saas, github, nlp, embedding, machine learning, deep learning by klotz
5. Andrej Karpathy Toy GPT

   "Refreshing my understanding of deep learning as a "stack of data transformations" is incredibly powerful. It's like a sequence of layers, each layer transforming the input data into something more abstract and informative. This perspective makes it easier to understand how neural networks process information."

   2025-02-14 Tags: gpt-2, gpt, andrej karpathy, github, nlp, deep learning by klotz
6. Google Open-Sources ALBERT Natural Language Model

   2020-01-07 Tags: nlp, deep learning, albert, bert, google, github by klotz
7. bertsearch/README.md at master · Hironsan/bertsearch · GitHub

   2019-09-30 Tags: bert, search, elasticsearch, github by klotz
8. hackdelft/train_doc2vec.py at master · olafmaas/hackdelft · GitHub

   2018-08-10 Tags: doc2vec, embedding, training, corpus, github, nlp by klotz
9. chakin/README.md at master · chakki-works/chakin · GitHub

   2018-08-02 Tags: glove, word2vec, fasttext, deep learning, nlp, python, github, download by klotz
10. GitHub - facebookresearch/fastText: Library for fast text representation and classification.

    2016-08-18 Tags: facebook, nlp, github, text, word embedding by klotz

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