package owl
Install
Dune Dependency
Authors
Maintainers
Sources
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md5=ffd1dd9c21cb74fd6c1b91604f887a59
CHANGES.md.html
0.3.0 (2017-12-05)
Migrate to jbuilder building system.
Unify Dense Ndarray and Matrix types.
Split Toplevel out as a separate library.
Redesign Zoo system for recursive importing.
Simplify the module signature for Ndarray.
Introduce functions in Ndarray module to support in-place modification.
Introduce reduction functions to reduce an ndarray to a scalar value.
Add Lazy functor to support lazy evaluation, dataflow, and incremental computing.
Implement a new and more powerful pretty printer to support both ndarray and matrix.
Fix bugs in the core module, improve the performance.
0.2.8 (2017-09-02)
New Linalg module is implemented.
New neural network module supports both single and double precision.
New Optimise and Regression module is built atop of Algodiff.
Experimental Zoo system is introduced as a separate library.
Enhance core functions and fix some bugs.
0.2.7 (2017-07-11)
Enhance basic math operations for complex numbers.
Redesign Plot module and add more plotting functions.
Add more hypothesis test functions in Owl.Stats module.
Support both numerical and algorithmic differentiation in Algodiff.
Support both matrices and n-dimensional arrays in Algodiff module.
Support interoperation of different number types in Ext and new operators.
Support more flexible slicing, tile, repeat, and concatenate functions.
Support n-dimensional array of any types in Dense.Ndarray.Any module.
Support simple feedforward and convolutional neural networks.
Support experimental distributed and parallel computing.
0.2.0 (2017-01-20)
Support both dense and sparse matrices.
Support both dense and sparse n-dimensional arrays.
Support both real and complex numbers.
Support both single and double precisions.
Add more vectorised operation: sin, cos, ceil, and etc.
Add basic unit test framework for Owl.
Add a couple of Topic modelling algorithms.
0.1.0 (2016-11-09)
Initial architecture of Owl library.
Basic support for double precision real dense matrices.
Basic linear functions for dense matrices.
Basic support for plotting functions.
SI, MKS, CGS, and CGSM metric system.