Comments (2)
Hi Amir,
You are right I don't make sure that all the '9' from the MNIST dataset are used. Let's assume I want to generate a bag of length 10. In this case, the line you've pointed out is getting 10 random indices between 0 and 59999. There are about 6000 '9's in the dataset. It is very very unlikely that it picks the same '9' over and over again. I don't think you should be concerned about this possibility.
from attentiondeepmil.
Thank you for the response. It is clear to me now. So if you wanted the network to see all the examples, how would you approach it? I understand that your bags contain positive '9's and negative '4's; How would you partition 6000 samples of '9's and 6000 samples of '4's into bags of positive samples and negative samples so your network sees all of your '9's and '4's?
from attentiondeepmil.
Related Issues (20)
- How to process a Histopathology datasets and to print a heatmap?
- Do we need bias in the Linear layers? HOT 1
- Question regarding mi-svm HOT 2
- Reproducing Test AUCs HOT 2
- Data Loader for Histopathology images HOT 1
- invalid index of a 0-dim tensor HOT 3
- What is the number of instances per bag in Breast dataset?
- High CUDA memory usage HOT 1
- Unable to access Breast Cancer and Colon Cancer Datasets
- Explanation of variable comments
- Question about batch size (not bag size) HOT 1
- why is tanh and sigmoig used in attention and not relu?
- can you provide command for reproducing the results in the paper
- Increasing Batch Size
- Keras_Implementation_Colon_Cancer HOT 1
- the problem of mean bag length HOT 3
- What's the bag length in Colon data? HOT 2
- Code for generating Fig 4 & 5
- Steps to modify the code for the Breast and colon dataset HOT 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 attentiondeepmil.