billboard🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.
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Senti4SDAn emotion-polarity classifier specifically trained on developers' communication channels
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ContextConText v4: Neural networks for text categorization
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SentimentAnalysisSentiment Analysis: Deep Bi-LSTM+attention model
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DeepSentiPersRepository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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wink-sentimentAccurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉
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Rnn Theano使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等
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Lc AbsaTraining & Inferring & Reproducing for SOTA ABSA models
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X Ray ClassificationX-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2
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AialphaUse unsupervised and supervised learning to predict stocks
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Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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SentaBaidu's open-source Sentiment Analysis System.
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Gru Svm[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
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Raster VisionAn open source framework for deep learning on satellite and aerial imagery.
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MlboxMLBox is a powerful Automated Machine Learning python library.
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TgcontestTelegram Data Clustering contest solution by Mindful Squirrel
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Nlp TutorialA list of NLP(Natural Language Processing) tutorials
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Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
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AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
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Tematres Vocabulary ServerWeb application for management formal representations of knowledge, like controlled vocabularies, taxonomies, thesauri and glossaries
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Absa PytorchAspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
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MapclassifyClassification schemes for choropleth mapping.
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Sentiment 2017 ImavisFrom Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction
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Openml RR package to interface with OpenML
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SporfThis is the implementation of Sparse Projection Oblique Randomer Forest
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MetriculousMeasure and visualize machine learning model performance without the usual boilerplate.
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Lstm Ctc Ocrusing rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
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Sequentialdata GanTensorflow Implementation of GAN modeling for sequential data
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Nlp JourneyDocuments, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
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Lstm chemImplementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
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FrostnetFrostNet: Towards Quantization-Aware Network Architecture Search
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DeepzipNN based lossless compression
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Hred Attention TensorflowAn extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.
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StringlifierStringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.
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Pointclouddatasets3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.
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TimecopTime series based anomaly detector
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