ngrams
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Text classification with ngrams for Natural Language Processing case study @ Università degli Studi di Bari Aldo Moro, AY 2023/24
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Jul 20, 2024 - Jupyter Notebook
Used patterns in Indian names that models could learn, modelling those using n-gram models, then moved to neural n-gram and RNN models.
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Jul 8, 2024 - Jupyter Notebook
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Jun 19, 2024 - Jupyter Notebook
Implemented character-level language models using both LSTM and N-gram approaches to predict sequences of characters based on input sequences. The models are designed to predict sequences of characters based on input sequences, demonstrating their capabilities in language modeling tasks.
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Jun 16, 2024 - Python
Model Generator for Firestore
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Jun 12, 2024 - Go
Implemented various spellcheck techniques like cosine similarity, jaccard similarity and levenshtein distance. Open to any further contributions.
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Jun 11, 2024 - Jupyter Notebook
Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024)
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May 30, 2024 - Jupyter Notebook
Python implementation of n-gram language models from scratch and using NLTK (+ slides from my NLP course)
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May 30, 2024 - Jupyter Notebook
BLEU Score in Rust
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May 27, 2024 - Python
Modern spell checking library - accurate, fast, multi-language
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May 23, 2024 - C++
Tools for Arabic language processing using the MADAR dataset. Includes Next Word Prediction with an n-gram model and Dialect Identification with a BERT model. Features an interactive UI with Streamlit and comprehensive text preprocessing for Arabic.
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May 18, 2024 - Python
an n-gram is a contiguous sequence of n items from a given sequence of text or speech.
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May 13, 2024 - Go
Step-by-step guide on how to detect domains that were generated using "Domain Generation Algorithm" (DGA). This is based on Sidi Trainings (November 18th, 2020) presented by GTK Cyber.
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May 10, 2024 - Jupyter Notebook
Utility library for .Net applications
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May 3, 2024 - C#
Next-token prediction in JavaScript — build fast language and diffusion models.
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Apr 18, 2024 - JavaScript
A French version of the Ngram-Type Touch typing trainer. Uses French n-grams as a data source.
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Apr 14, 2024 - JavaScript
Generating similar sentences given input sentences using n-gram approach
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Apr 10, 2024 - Jupyter Notebook
Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting
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Apr 2, 2024 - Jupyter Notebook
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