sklearn-audio-classificationAn in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
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Emotion and Polarity SOAn emotion classifier of text containing technical content from the SE domain
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hfusionMultimodal sentiment analysis using hierarchical fusion with context modeling
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STEPSpatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
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Text Cnn TensorflowConvolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow
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HemuerAn AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!
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AIML-Human-Attributes-Detection-with-Facial-Feature-ExtractionThis is a Human Attributes Detection program with facial features extraction. It detects facial coordinates using FaceNet model and uses MXNet facial attribute extraction model for extracting 40 types of facial attributes. This solution also detects Emotion, Age and Gender along with facial attributes.
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emoticPyTorch implementation of Emotic CNN methodology to recognize emotions in images using context information.
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Aspect-Based-Sentiment-AnalysisA python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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Deep Atrous Cnn SentimentDeep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
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textlyticsText processing library for sentiment analysis and related tasks
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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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Mem absaAspect Based Sentiment Analysis using End-to-End Memory Networks
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ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
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Text tone analyzerСистема, анализирующая тональность текстов и высказываний.
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Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
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converseConversational text Analysis using various NLP techniques
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pagaiTools to suggest SQL columns for Pyrog
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m3f.pytorchPyTorch code for "M³T: Multi-Modal Multi-Task Learning for Continuous Valence-Arousal Estimation"
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soanSocial Analysis based on Whatsapp data
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PSCNA python implementation of Patchy-San Convolutional Network for Graph
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pyts-reproA repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature
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QuestionClusteringClasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY
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omikujiAn efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
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nlpserverNLP Web Service
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EmotionChallengeSource code for 1st winner of face micro-emotion competition, FG 2017.
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twitter-aws-comprehendAn app to analyze tweets using Amazon Comprehend's Sentiment Analysis service
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nlp classificationImplementing nlp papers relevant to classification with PyTorch, gluonnlp
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PlanSum[AAAI2021] Unsupervised Opinion Summarization with Content Planning
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soxanWav2Vec for speech recognition, classification, and audio classification
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sentistrength idSentiment Strength Detection in Bahasa Indonesia
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candockA time series signal analysis and classification framework
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egfr-attDrug effect prediction using neural network
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InterGCN-ABSA[COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis
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volkscvA Python toolbox for computer vision research and project
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ssjSocial Signal Processing for Android
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ArSarcasmThis repository contains the Arabic sarcasm dataset (ArSarcasm)
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facerec-bias-bfwSource code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
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pystocklibPython library to Fetch & Analyze Stock Market data.
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10 days of deep learning10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras
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dl-reluDeep Learning using Rectified Linear Units (ReLU)
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supervised-machine-learningThis repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…
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mmrazorOpenMMLab Model Compression Toolbox and Benchmark.
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senticnetapiSimple API to use SenticNet
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HRFormerThis is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
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