Mandar Chandorkar
Mandar Chandorkar
## Linear Algebra Support Created a starting point for linear algebra support (solving #84). Added eager and lazy versions of ops. Also added new type check `IsRealOrComplex` to check if...
This issue is possibly related to #157 ## Motivation The main reason why I need to use the `tf.data.datasetFromOutputSlices` is because the Tensorflow python docs mention that [`tf.data.Dataset.from_tensor_slices()`](https://www.tensorflow.org/guide/datasets#consuming_numpy_arrays) is not...
This is a bit of an open ended question, but from a practitioners perspective an important one I guess. How do I access/find out the regularization function being used in...
The tensorflow API current supports QR, Cholesky and solving of Linear systems, it would be nice if there was a handle for them in the scala API as well.
This will be in the spirit of [pyspark](https://github.com/apache/spark/tree/master/python/pyspark). We can use [Py4j](https://github.com/bartdag/py4j) as a bridge between the JVM and python process.
Hamiltonian Monte Carlo methods --------------- 1. Vanilla HMC 2. Riemannian Manifold HMC 3. Lagrangian HMC
Implement warped gaussian processes as outlined in Ghahramani et. al
This issue/task is quite large in terms of scope and implications. One can consider several capabilities that can be seen as objectives which the native interface/connection will need to achieve...
Making the DynaML environment available in a jupyter notebook is the next step in enabling its use in interactive data science. Some notable starting points include. 1. [jupyter-scala](https://github.com/alexarchambault/jupyter-scala) 2. [Apache...
Reference: [Wavelet Neural Networks - David Veitich](http://maths.york.ac.uk/www/sites/default/files/Veitch.pdf) This task is broken into two parts. 1. Implement `WaveletNetwork` class based on pseudo code outlined in sections 3.2.1.1 and 3.3.1 2. Implement...