...
Test Coverage plugin integration- Benchmarks - See python package examples/image-classification/benchmark.py for a guideline
- Good API Documentation
- Examples turned into integration tests
- More tests, increased test coverage - In Progress
- Add GPU tests
Integration with CI- Documentation on the Website - In Progress
- Install Documentation with OSX - Ubuntu, Arch, Deep Learning AMI
- Use logging vs println in source code
- Improving the Debug experience (mxnet-core, scala, clojure)
- Validate the dependencies of the maven jars in the project.clj on CI
Needs Help Bugs
- GAN example has a memory leak (this could be due to NDArray iterator)
- Style transfer example - (can't get the content style transfer to work at the higher relu levels like 4-2 from noise, only at the first layer). Also is cpu only right now, needs to be converted to GPU.
- Visualization example - was working with conv layers and then stopped after switching to scala jars. Bug is parsing attr information from the nodes. Not sure if it is on Scala side or Clojure. Need to investigate.
- CNN text example - needs testing with Word2Vec instead of Glove - also compare to python results
...