Retrieve semantically similar Steam games.
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Updated
Jun 5, 2024 - Python
Retrieve semantically similar Steam games.
An implementation of the original GloVe model with PyTorch and Lightning.
Implemented projects from noncontextual word embeddings like Word2Vec to contextual word embeddings like ELMO, GPT, BERT to solving NLP tasks Sentence Level Classification (sentimental analysis & Toxic comment classification), Token Level Classification (POS Tagging, NER Tagging), Machine Translation (MT)
This Repository contains the Data Science things I have done in recent times along with visualization , cleaning , models, statistics, Courses, Datasets. :=)
A collection of Deep Learning labs for the INSAT Data Science course.
Word Embedding + LSTM + FC
Project building ML & DL models to detect spam messages.
in this repository, I am writing the CBOW and skip-gram algorithms from scratch. Also, I will describe the algorithm of their construction, the main features and their time complexity and memory
Using Neural Representations for Generating Intent-based Query Phrases
Hardware design for the Unfolding Space project.
This repository implements different architectures for training word embeddings.
Transfer Learning models in PyTorch
Optimized talent acquisition processes by integrating a RankNet TensorFlow neural network (NLP) utilizing TF-IDF, BERT, GloVE, and Word2vec into a machine learning pipeline. The algorithm lists and ranks job candidates based on search terms and has the ability to refine future results based on feedback.
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