Comments (4)
Forget about it, just noob initialization of the weights.
from swift-ai.
Glad you got it figured out. Initializing the weights as nil
will automatically assign random weights, although it currently only works well for Sigmoid activation.
It sounds like you're using the MNIST training set. I've had good results training FFNN
with that set, and I'm preparing an example for it that will be finished soon. Check out the iOS example project - I update it daily and it includes some neat features. The handwriting recognition part is almost done.
from swift-ai.
Ah, that's kind of good to know (that means we're working on the same thing at the same time, so not so good :D ), interested to see what will come out! Will check the iOS example project in a few days
from swift-ai.
I'm only writing it for iOS right now. If you're writing an OS X version, that will be great to have. I'll move the MNIST data to the Examples directory so it's accessible for both apps (so we don't package two copies).
I'm adding Softmax activation to FFNN
right now. It will be useful for handwriting recognition, since it helps with classification problems.
from swift-ai.
Related Issues (20)
- Add Travis CI? HOT 1
- won't compile under Xcode 8 HOT 1
- errorSum > errorThreshold HOT 1
- Cannot compile under new Swift 3 (need for latest iOS) HOT 4
- Result of call to 'method' is unused
- Image tools HOT 1
- Cannot compile with Xcode 8.3 HOT 1
- iOS example app Link on home readme is broken. HOT 1
- Logo HOT 33
- Where I can find a Multi-Layer Feed-Forward Neural Network example? HOT 1
- Where is actually the code? HOT 4
- How do I identify other characters?
- Is this abandoned due to CoreML? HOT 2
- Neural Networks for Regression are not possible
- Chinese character recognition?
- Need to apply Mfcc and Spectrogram to the audio file HOT 1
- Getting -nan as a weight when training a model HOT 3
- Ai
- Image classification
- Swift AI HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from swift-ai.