iOS NLP Frameworks NLP Tools

iOS and Swift-native NLP tools using CoreML, Natural Language framework, and on-device processing. Does NOT include general NLP libraries, web-based solutions, or cross-platform frameworks like MLKit.

There are 17 ios nlp frameworks tools tracked. The highest-rated is soulverteam/SoulverCore at 45/100 with 1,020 stars.

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# Tool Score Tier
1 soulverteam/SoulverCore

A powerful Swift framework for evaluating natural language math expressions
45
Emerging
2 cocoa-ai/SentimentCoreMLDemo

😃 iOS11 demo application for sentiment polarity analysis.
44
Emerging
3 cocoa-ai/NamesCoreMLDemo

🏷 iOS11 demo application for predicting gender from first names.
37
Emerging
4 omarmhaimdat/positive_newsfeed

Build a Positive News iOS Application Using the Incredible Power of Machine Learning
31
Emerging
5 appcoda/NaturalLanguageProcessing

A Quick Demo for NLP in Swift 4
30
Emerging
6 Clone19012011/SentimentAnalysis_CoreML_EmotionClassifier

😊 Classify emotions in text using a CoreML model in this iOS app, built with...
30
Emerging
7 witekbobrowski/wwdc19-submission

👨🏻‍🎓 WWDC19 Scholarship Submission
29
Experimental
8 Flight-School/Guide-to-Swift-Strings-Sample-Code

Xcode Playground Sample Code for the Flight School Guide to Swift Strings
28
Experimental
9 omarmhaimdat/SentimentAnalysisApp

Swift Tutorial | Sentiment Analysis of IMDB reviews using CoreML and Natural Language
28
Experimental
10 killobatt/TextClassification

Text classification approaches in Swift 4.2. With/Without CoreML
28
Experimental
11 alfianlosari/SwiftUIMLKitTranslator

SwiftUI MLKit Language Identification & Translator
27
Experimental
12 BarboraDo/Tweetersentimenti

An iOS app that measures Twitter sentiment using Natural Language Processing...
21
Experimental
13 MianMHaroon/SentimentAnalysis_CoreML_EmotionClassifier

Emotion classification iOS app using CoreML and SwiftUI – demo for sentiment...
20
Experimental
14 timokoethe/Localex

A SwiftUI-based iOS 26 app showcasing on-device natural language processing...
19
Experimental
15 hw0102/room-reader

Fun project for me to learn about CoreML and on-device model training.
15
Experimental
16 durellwilson/ml-text-kit

📝 Natural language processing for iOS - Detroit NLP community
12
Experimental
17 SohyeonKim-dev/iOS_NLP

🍎 Apple CreateML / CoreML ⚙️
10
Experimental

Comparisons in this category

SentimentCoreMLDemo and SentimentAnalysis_CoreML_EmotionClassifier (44 vs 30) SentimentCoreMLDemo and SentimentAnalysis_CoreML_EmotionClassifier (44 vs 20)