word2vec
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My Scientific Research Code Repository.
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Jun 29, 2024 - Python
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Jun 29, 2024 - Python
Conducted intrinsic evaluation of word embeddings through analogy and similarity tests, comparing the custom Skip-gram model’s performance against Google’s pre-trained Word2Vec model to assess the quality of the generated word representations.
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Jun 28, 2024 - Jupyter Notebook
This project investigates similar word prediction using pre-trained word embeddings from the Gensim library.
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Jun 27, 2024 - Jupyter Notebook
Topic Modelling for Humans
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Jun 27, 2024 - Python
Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM,DSIN,SIGN,IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM,TiSAS,AutoFI…
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Jun 27, 2024 - Python
This project implements a Word2Vec model for similar word prediction, utilizing Hugging Face Datasets for efficient data loading and pre-processing.
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Jun 26, 2024 - Jupyter Notebook
ML Full text search system. Flask, Selenium parser, preprocessing, TF-IDF, Word2Vec
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Jun 24, 2024 - Python
Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.
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Jun 24, 2024 - Python
The projects for the NLP course at the University of Isfahan.
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Jun 22, 2024 - Jupyter Notebook
Unigram Part-of-Speech Tagging using Support Vector Machines and Word Embedding Features
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Jun 20, 2024 - Python
This project aims to simplify and summarize scientific data , convert it to a audio format as a podcast , and create a power point presentation from the paper. This helps researchers, academics and students altogether.
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Jun 18, 2024 - JavaScript
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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Jun 18, 2024 - Jupyter Notebook
Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and humans through natural language.
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Jun 13, 2024 - Jupyter Notebook
Collect sentences from ElasticSearch, preprocess and train diachronic Word2Vec models
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Jun 12, 2024 - Python
Implementation of base DL tasks
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Jun 11, 2024 - Jupyter Notebook
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Jun 11, 2024 - Python
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