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Deeplearning Nlp Models ⭐ 11

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Cnn_chinese_text_classification ⭐ 11

运用cnn + highway network网络结构中文文本分类

Deep Nlp Project ⭐ 11

Word2Vec model analysis for prediction of category & sentiment of product reviews

Word2vec Pytorch ⭐ 10

Implementation of the first paper on word2vec

Hacker news on Console with auto classifer and recommender in reactjs style code

Nlp_resources ⭐ 10

Resources related to NLP

Talk On Deeplearning For Industries ⭐ 10

Deep Learning for various Industries

Sentiment Analysis With Andrew Trask ⭐ 9

Project on how to predict sentiment on movies review lectured by Andrew Trask.

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Emosense Semeval2019 Task3 Emocontext ⭐ 9

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Scientific Article Summarization Using Lstms ⭐ 9

Github Repository for LSTM-based system generating automated abstract of scientific articles

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Sentence Selectionn ⭐ 9

Keras sentence classification

Udacity Deep_learning ⭐ 8

Jupyter notebooks (with answers) used during the Deep Learning MOOC

Nlp_basics ⭐ 8

Natural Language Processing basic and advance concepts

Crypto Lstm 3 ⭐ 8

💵 Using word2vec to predict trends in cryptocurrency.

Deeplearning 21 Examples ⭐ 8

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Twitter bot detection using deep learning.

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

Readingcomprehension ⭐ 7

Bi-Directional Attention Flow for Machine Comprehensions

Deep Learning ⭐ 7

Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Youtube Clickbait Detector ⭐ 6

Automatically detect clickbait Youtube videos from their metadata with a 96% F1 score.

Learn Nlp Luhuibo ⭐ 6

记录学习NLP之路，一起加油

Machine Learning Project ⭐ 6

[ 전공 프로젝트: 머신러닝 ] 백화점 고객들의 인구 통계 예측

Lab_study_group ⭐ 5

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

Mini Projects ⭐ 5

Deep Learning, NLP, Word Embeddings (Word2Vec, Doc2Vec)

Easyoverhard ⭐ 5

a case study on deep learning where tuning simple SVM is much faster and better than CNN

Deep Learning For Natural Language Processing ⭐ 5

Solve your natural language processing problems with smart deep neural networks

MHC-antigen affinity prediction using TensorFlow.

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

Gameofthrones ⭐ 5

Deep Learning Game of Thrones Subtitles

Ai For Web Accessibility ⭐ 5

This is the GitHub repository for my Masters dissertation titled: Artificial Intelligence for Web Accessibility which I completed as a part of my MSc in Data Science course in the University of Southampton, UK under the supervision of Prof. Mike Wald

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