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May 27, 2018 - Python
doc2vec
Here are 249 public repositories matching this topic...
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Jan 2, 2021 - Python
Topic modeling on tweets. Using doc2vec word embedding and k-means clustering to categorize tweets.
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Jun 2, 2023 - Python
Inverted index and Positional index for a set of collection to facilitate Boolean Model of IR. Inverted files and Positional files are the primary data structure to support the efficient determination of which documents contain specified terms and at which proximity.
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Apr 24, 2021 - Python
An NLP project and exploration into semantic spaces.
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Nov 10, 2020 - Jupyter Notebook
It is a Turkish BERT-based model that will analyze people's bank complaints and classify them according to one of eight categories.
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Feb 10, 2023 - Jupyter Notebook
Ce fut mon prémier projet NLP où j'ai réalisé la détection de spam en utilisant les algorithmes d'embedding pour encorder mes textes. J'ai utilisé Random Forest et Milti-Layres Perceptrons pour la phase de classification. Ce qui a pemit l'obtension des précisions respective de 97% et 98%. J'ai aussi appris à documenter mes codes via sphinx
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Oct 3, 2023 - Python
Document searching from queries using Inverted index
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Apr 30, 2018 - Python
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Apr 13, 2018 - Python
Toxic Comments Classifier using Doc2vec, Machine Learning and PyQT
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Jan 31, 2019
Kaggle Competition: DataScience for good - CareerVillage.org
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Jun 20, 2019 - Jupyter Notebook
Semantic Classification of OERs with Word Embeddings
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Nov 28, 2019 - Python
Machine learning / Deep learning / Data analysis notebooks, tools and scripts for learning purpose.
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Oct 11, 2021 - Jupyter Notebook
Baseline multiclass text classifiers
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Dec 13, 2020 - Jupyter Notebook
Addressing Political Bias in News Articles with Multinomial Regression
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Dec 14, 2023 - Python
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