AI LAYER
rkau

rkau / UnsupervisedSentiment / 0.1.5

Unsupervised Sentiment Analysis

Royalty Free
Another take on sentiment analysis. English language only. Trained on 82 million Amazon product reviews.
gpu nlp sentiment sentiment analysis text
Language
Python 3.x
Metrics
API Calls - 9,441 Avg call duration - 1.16sec
Permissions
The MIT License is a permissive free software license originating at the Massachusetts Institute of Technology (MIT). Learn More
This is necessary for algorithms that rely on external services, however it also implies that this algorithm is able to send your input data outside of the Algorithmia platform.
This algorithm uses advanced GPU features.

Run an Example

Input
Output
{
  "avg": 0.09105601906776428,
  "max": 1.0668619871139526,
  "min": -0.8847499489784241,
  "sentences_sentiments": [
    {
      "sentence": "This is great.",
      "sentiment": 1.0668619871139526
    },
    {
      "sentence": "I did not like it though.",
      "sentiment": -0.8847499489784241
    }
  ]
}

Install and Use

Install

Install the Algorithmia CLI client by running:

curl -sSLf https://algorithmia.com/install.sh | sh

Then authenticate by running:

algo auth
# Enter API Key: YOUR_API_KEY
CLI Install Docs

Use



algo run rkau/UnsupervisedSentiment/0.1.5 -d '{
  "text": "This is great. I did not like it though."
}' --timeout 300
CLI Docs