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lstm-keras

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satyaSK / Hate-Speech-Detection

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Hate speech detection from code-mixed Hindi-English tweets using deep learning models. This project reports an increment to the state-of-the-art in hate speech detection for English-Hindi code-mixed tweets. The models result in an improvement of about 12% in F-score over a past work that used statistical classifiers.

python nlp tweets classification tweepy hate cnn-keras hatespeech embeddings-word2vec bilstm lstm-keras
  • Updated May 3, 2019

soms98 / Stock-Price-Prediction-Time-Series-LSTM-Model-Keras-Tensorflow

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This is a model that has been trained on historical data obtained from Yahoo Finance. The data set comprises of all data records starting from the launch date of this stock in India (1996). This model aims to pick up key trends in the stock price fluctuations based on Time Series mapping. It is able to render predictions for the upcoming time pe…

machine-learning-algorithms lstm stock-market stock-price-prediction api-rest predictive-modeling keras-models financial-markets prediction-model keras-visualization keras-tensorflow stock-prediction time-series-analysis time-series-econometrics time-series-forecasting lstm-keras machine-learning-finance tensorflow2 lstm-forex-prediction
  • Updated Jun 21, 2020
  • Jupyter Notebook

MatiasFlores96 / nlp_dissaster_tweet

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Trabajo Práctico Final para la materia Organización de Datos 75.06 - UBA. Score máximo obtenido de 0.83726 para la competencia 'Real or Not? NLP with Disaster Tweets' de Kaggle.

data-science machine-learning naive-bayes-classifier classification bag-of-words logistic-regression tf-idf data-cleaning nlp-machine-learning decision-tree-classifier cnn-keras bert svm-classifier glove-embeddings knn-classifier sgd-classifier blstm-neural-networks lstm-keras xgboost-classifier
  • Updated Aug 14, 2020
  • Jupyter Notebook

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