738 Open source projects that are alternatives of or similar to Aspect Extraction

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Implementation of a hierarchical CNN based model to detect Big Five personality traits

All about Neural Networks!

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

🤖️image regression (base on convnetjs)

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

DLTK Model Zoo

The deeplearning algorithms implemented by tensorflow

Datasets, tools, and benchmarks for representation learning of code.

An Open Source Deep Learning Inference Engine Based on FPGA

Chinese & English Cws Pos Ner Entity Recognition implement using CNN bi-directional lstm and crf model with char embedding.基于字向量的CNN池化双向BiLSTM与CRF模型的网络，可能一体化的完成中文和英文分词，词性标注，实体识别。主要包括原始文本数据，数据转换,训练脚本,预训练模型,可用于序列标注研究.注意：唯一需要实现的逻辑是将用户数据转化为序列模型。分词准确率约为93%，词性标注准确率约为90%，实体标注（在本样本上）约为85%。

reference tensorflow code for named entity tagging

Aspect Based Sentiment Analysis

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Your Advanced Twitter stalking tool

PyTorch tutorial for learners

A End to End CNN Model which predicts the steering wheel angle based on the video/image

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

My CS231n lecture notes

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

Aspect-Based Sentiment Analysis Experiments

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

The Places365-CNNs for Scene Classification

Sarcasm detection on tweets using neural network

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

cnn pruning with tensorflow.

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Deep Learning For Computer Vision With Python

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Papers and Book to look at when starting NLP 📚

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

😡😇 Stanford Sentiment Treebank loader in Python

MobileNet-v2 experimental network description for caffe

💳 Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

Search for tweets and download the data labeled with its polarity in CSV format

😃 iOS11 demo application for sentiment polarity analysis.

Face Landmark Detector based on Mobilenet V1

📓 Long(er) text representation and classification using Doc2Vec embeddings

Chinese Sentiment Analysis 中文文本情感分析

🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.