word2vec
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My Scientific Research Code Repository.
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Aug 22, 2024 - Python
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Aug 22, 2024 - Jupyter Notebook
Unigram Part-of-Speech Tagging using Support Vector Machines and Word Embedding Features
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Aug 21, 2024 - Python
Understand and build embedding models, focusing on word and sentence embeddings, dual encoder architectures. Learn to train embedding models using contrastive loss, implement them in semantic search and RAG systems.
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Aug 21, 2024 - Jupyter Notebook
Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.
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Aug 21, 2024 - Jupyter Notebook
Retrieve semantically similar Steam games.
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Aug 20, 2024 - Python
Exploring the simple sentence similarity measurements using word embeddings
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Aug 20, 2024 - Python
Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
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Aug 20, 2024
NLP use cases using popular solutions: Frequency Embeddings, Word embedding (word2vec, doc2vec, Glove), RNN,LSTM, Transformers-BERT, Sentence_Transformers etc. PyTorch
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Aug 18, 2024 - Jupyter Notebook
Analysis of Laxmi Prasad Devkota's Poems through NLP
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Aug 17, 2024 - Jupyter Notebook
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
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Aug 16, 2024 - R
Project for the University Master Degree Course of Information Retrieval
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Aug 15, 2024 - Jupyter Notebook
Word2Vec based similarity measure of mass spectrometry data.
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Aug 14, 2024 - Python
Deeplearning (pytorch, transformers, GANs, BERT, RNNs)
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Aug 13, 2024 - Jupyter Notebook
Developed BERT and ML models for targeted sentiment analysis on social media posts, extracting insights on telecom customer sentiments and service aspects.
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Aug 12, 2024 - Jupyter Notebook
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