cocoa-ai / Sentimentcoremldemo
Licence: mit
π iOS11 demo application for sentiment polarity analysis.
Stars: β 104
Projects that are alternatives of or similar to Sentimentcoremldemo
SentimentVisionDemo
π
iOS11 demo application for visual sentiment prediction.
Stars: β 34 (-67.31%)
Mutual labels: sentiment-analysis, coreml
Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis
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
Stars: β 101 (-2.88%)
Mutual labels: sentiment-analysis
Unityvision Ios
This native plugin enables Unity to take advantage of specific features of Core-ML and Vision Framework on the iOS platform.
Stars: β 85 (-18.27%)
Mutual labels: coreml
Twitter Sentiment Analysis
This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event
Stars: β 94 (-9.62%)
Mutual labels: sentiment-analysis
Flowersvisiondemo
πΈ iOS11 demo application for flower classification.
Stars: β 90 (-13.46%)
Mutual labels: coreml
Pynlp
A pythonic wrapper for Stanford CoreNLP.
Stars: β 103 (-0.96%)
Mutual labels: sentiment-analysis
Learning Social Media Analytics With R
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
Stars: β 102 (-1.92%)
Mutual labels: sentiment-analysis
Pytreebank
π‘π Stanford Sentiment Treebank loader in Python
Stars: β 93 (-10.58%)
Mutual labels: sentiment-analysis
Face landmark dnn
Face Landmark Detector based on Mobilenet V1
Stars: β 92 (-11.54%)
Mutual labels: coreml
Aspect Based Sentiment Analysis
Aspect Based Sentiment Analysis
Stars: β 99 (-4.81%)
Mutual labels: sentiment-analysis
Stocker
Financial Web Scraper & Sentiment Classifier
Stars: β 87 (-16.35%)
Mutual labels: sentiment-analysis
Ios Learning Materials
πCurated list of articles, web-resources, tutorials and code repositories that may help you dig a little bit deeper into iOS [and Apple Platforms].
Stars: β 1,380 (+1226.92%)
Mutual labels: coreml
Contextual Utterance Level Multimodal Sentiment Analysis
Context-Dependent Sentiment Analysis in User-Generated Videos
Stars: β 86 (-17.31%)
Mutual labels: sentiment-analysis
Doc2vec
π Long(er) text representation and classification using Doc2Vec embeddings
Stars: β 92 (-11.54%)
Mutual labels: sentiment-analysis
Bixin
Chinese Sentiment Analysis δΈζζζ¬ζ
ζεζ
Stars: β 104 (+0%)
Mutual labels: sentiment-analysis
Wallstreetbets Sentiment Analysis
This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.
Stars: β 103 (-0.96%)
Mutual labels: sentiment-analysis
Sentiment Polarity CoreML Demo
A Demo application using CoreML
framework for sentiment polarity analysis.
Model
CoreML model was converted from Scikit-learn Pipeline using coremltools python package.
The model is based on LinearSVC classifier and is able to distinguish between positive and negative sentences with best CV score = 0.801013024602. It was trained using Epinions.com dataset with reviews of products and services. Accuracy can be improved by using TfidfVectorizer for feature extraction, but it's not supported by coremltools at the moment.
Requirements
- Xcode 9
- iOS 11
Installation
git clone https://github.com/cocoa-ai/SentimentCoreMLDemo.git
cd SentimentCoreMLDemo
open SentimentPolarity.xcodeproj/
Build the project and run it on a simulator or a device with iOS 11.
Conversion
cd Convert
python sentiment.py
Author
Vadym Markov, [email protected]
Credits
- Dataset with Epinions.com reviews was taken from HW3: Sentiment Analysis
References
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].