Comments (5)
It isn't, it's used strictly for calculations. Can I see how you're using the network?
from drago.
func main() {
net := Drago.New(.1, 10000, []int{3, 5, 5, 1}, []Drago.Activator{new(Drago.Sigmoid), new(Drago.Sigmoid)})
//net.Verbose = false
samples := [][][]float64{
{{20.937, 6.17, 22.792}, {6.42501}},
{{20.375, 5.27, 20.5631}, {0.505808}},
{{20.625, 5.27, 21.569}, {1.90032}},
{{20.562, 5.27, 22.8776}, {6.343}},
{{20.187, 5.27, 22.7772}, {6.58899}},
//Lots more data
}
net.Learn(samples)
fmt.Println(net.Predict([]float64{20.937, 6.17, 22.792}).At(0, 0))
}
from drago.
How many samples would you say you have, roughly? If you have an appreciable number, you should set the number of iterations far far lower, try 25 or something in that ballpark. Iterating 10000 times will lead to extreme overfitting, and negatively impact your results.
from drago.
Really wouldn't have expected that, typically you want a lot of iterations surely? Is this set up different to others I'm likely to have used? Being feed forward maybe? I have 50 samples.
from drago.
If you have too many iterations, you will overfit to the dataset that you trained on, and will get poor results when you are predicting values that were not in your original dataset. You can also experiment with different topologies / learning rates / numbers of iterations to see what will give you the best results. Also, getting more data samples would help, 50 is very few.
from drago.
Related Issues (2)
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 drago.