DatumBox
DatumBox is a machine learning framework that can be applied to a wide variety of complex applications, though it's primarily used for social media analytics.
- Develop industry-standard machine learning applications
- Enormous amount of documentation is available
- Twitter Sentiment Analysis: Can classify a user's tweets as negative, neutral or positive by analyzing the context of the text
- Adult Content Detection: Analyzes social media posts to determine whether or not they are sexual or racy in nature
- Spam detection protocol can be used to scan emails and determine whether or not they are spam.
- This can be applied to filters to help automate spam removal
- Topic classification usage allows posts to be categorized in up to 12 categories by analyzing jargon, idioms and keywords
- Gender detection can be used to filter out whether the creator of a post is a man or a woman
- Completely free to download and use
- Open source
- Usable as a web service with no download required, but is limited to 1000 calls per day
- The primary development focus of the software is social media applications, so other functionality may be limited
Machine learning is certainly a buzzword in 2018, but the implications of this powerful technology can be startling. Things that humans never though could be possible are now a reality thanks to the incredible advances made in the machine learning field. DatumBox is an open source framework that allows machine learning developers to take bigger steps into this lucrative field. The software focuses primarily on social media analysis. The DatumBox web service utilizes RPC style operations similar to REST using HTTP POST requests. All parameters are encoded into the URL, with the responses coded in JSON. This makes the web service familiar and easy to use for those with even the most basic coding experience. Hooking DatumBox into an existing software is as simple as registering and requesting an API key. After acceptance, web requests can start being made right away.
Alternatives to DatumBox
OpenAI Gym
Azure Machine Learning
Root
ShARk
PredictionIO
