Скачать с ютуб Word2Vec Detailed Explanation, Train custom Word2Vec Model using genism in Python в хорошем качестве

Word2Vec Detailed Explanation, Train custom Word2Vec Model using genism in Python

Word2Vec Detailed Explanation and Train your custom Word2Vec Model using genism in Python - #NLProc tutorial In this video I will be explaining about Word2Vec and how to train your custom Word2Vec Model using genism in Python. If you are new here and like such content please subscribe to the channel here: https://www.youtube.com/c/RitheshSree... If you like to support me financially, It is totally optional and voluntary. Buy me a coffee here: https://www.buymeacoffee.com/rithesh The code is present here: https://github.com/rsreetech/Word2Vec... Relevant Links: Word2Vec papers : https://arxiv.org/pdf/1301.3781.pdf https://papers.nips.cc/paper/5021-dis... Word2vec tutorial: http://mccormickml.com/2016/04/19/wor... http://mccormickml.com/2017/01/11/wor... gensim: https://radimrehurek.com/gensim/model... If you like such content please subscribe to the channel here: https://www.youtube.com/c/RSREETech?s... Follow me: Twitter :   / rsreetech   Chapters/Timestamps : 00:00 Word2Vec Detailed Explanation and Train your custom Word2Vec Model using genism in Python - #NLProc tutorial 00:20 Word2Vec Motivation 00:50 Word2Vec Introduction 02:30 Word2Vec vs Standard Representations 04:04 Word2Vec Architectures 06:16 Training a Skipgram model 12:00 Sampling Rate 13:54 Negative Sampling 15:33 Word2Vec Hyperparameters 17:02 Word2Vec Demo 19:16 Custom Word2Vec Demo