In this repository, We implemented a Statistical NLP model to predict news agency, news tags, etc as final project of NLP course in university of Guilan
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Nov 7, 2021 - Jupyter Notebook
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statistical-nlp
Here are 9 public repositories matching this topic...
This repository comprises of the projects and assignments that i have completed during my tenure at Great Lakes for the course program PGP-AIML. This repository also includes the lab work thatwas done during the classes and even those that were given as assessments.
reinforcement-learning deep-learning statistical-learning feature-selection computer neural-networks supervised-learning convolutional-neural-networks gans unsupervised-learning hyperparameter-tuning recommendation-systems statistical-nlp model-performance python-for-machine-learning ensemble-techniques advance-computer-vision sequence-model-nlp
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May 6, 2024 - Jupyter Notebook
A two-stage information retrieval model using baseline TF-IDF model and refined BM25.
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Mar 9, 2023 - Python
A definitive blueprint for mastering Natural Language Processing. Bridging computational linguistics with deep learning, this rigorous curriculum systematically covers text pre-processing, statistical modeling, distributed word semantics, sequence-to-sequence architectures, and attention mechanisms for robust text analytics.
nlp natural-language-processing natural-language word-embeddings information-extraction computational-linguistics semantic-analysis statistical-nlp word-embeddings-for-nlp
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Jul 18, 2026
A statistical 5-gram language model implemented in Python, trained on Sherlock Holmes stories by Arthur Conan Doyle (Project Gutenberg) to generate text in the author’s writing style.
natural-language-processing text-generation n-gram project-gutenberg statistical-nlp 5-gram author-style-generation
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Jan 2, 2026 - Python
Completing sentences of a text using n-gram model from Natural Language Processing (NLP). Implemented from scratch.
nlp machine-learning natural-language-processing n-grams artificial-intelligence text-prediction trigram statistical-nlp
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Oct 29, 2025 - Python
Different types of sentiment analysis model
nlp deep-neural-networks sentiment-analysis tensorflow nlu keras computational-linguistics statistical-nlp rule-based-nlp
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Jul 11, 2020 - Python
Disaster tweet classification
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Apr 7, 2020 - Jupyter Notebook
Pure Java, dependency-free language detector using character n-gram profiles and cosine/rank-order similarity.
java nlp machine-learning text-classification language-detection cosine-similarity computational-linguistics ngrams statistical-nlp
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Jul 22, 2026 - Java
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