package owl

0.3.7 (2018-04-25)

• Fix some bugs and improve performance.
• Fix some docker files for automatic image building.
• Move more pure OCaml implementation to base library.
• Add a new math module to support complex numbers.
• Improve the configuration and building system.
• Improve the automatic documentation building system.
• Change template code into C header files.
• Add initial support for OpenMP with evaluation.
• Tidy up packaging using TOPKG.

0.3.6 (2018-03-22)

• Fix some bugs and improve performance.
• Add more unit tests for Ndarray module.
• Add version control in Zoo gist system.
• Add tensor contract operations in Ndarray.
• Add more documentation of various functions.
• Add support of complex numbers of convolution and pooling functions.
• Enhance Owl's own Array submodule in Utils module.
• Fix pretty printer for rank 0 ndarrays.
• Add functions to iterate slices in an ndarray.
• Adjust the structure of OpenCL module.

0.3.5 (2018-03-12)

• Add functions for numerical integration.
• Add functions for interoperation.
• Add several root-finding algorithms.
• Introduce Owl's exception module.
• Add more functions in Linalg module.
• Add native convolution function in core.
• Remove Eigen dependency of dense data structure.
• Fix some bugs and improve performance.

0.3.4 (2018-02-26)

• Update README, ACKNOWLEDGEMENT, and etc.
• Initial implementation of OpenCL Context module.
• Fix some bugs and improve the performance.
• Add Adam learning rate algorithm in Optimise module.
• Add a number of statistical functions into Stats.
• Enhance View functor and add more functions.
• Include and documentation of NLP modules.
• Add dockerfile for various linux distributions.

0.3.3 (2018-02-12)

• Fix some bugs and improve the performance.
• Integrate with Owl's documentation system.
• Add native C implementation of pooling operations.
• Add more operators in Operator module.
• Add more functions in Linalg module.
• Optimise the Base library.
• Add more unit tests.

0.3.2 (2018-02-08)

• Fix some bugs and improve the performance.
• Functorise many unit tests and add more tests.
• Rewrite the documentation migrate to Sphinx system.
• Migrate many pure OCaml code into Base library.
• Implement the initial version of Base library.

0.3.1 (2018-01-25)

• Design View module as an experimental module for Ndarray.
• Include Mersenne Twister (SFMT) to generate random numbers.
• Implement random number generator of various distributions.
• Implement native functions for maths and stats module.
• Include FFTPACK to provide native support for FFT functions.
• Minimise dependency, remove dependencies on Gsl and etc.
• Implement slicing and indexing as native C functions.
• Use new extended indexing operators for slicing functions.
• Refine ndarray fold function and introduce scan function.
• Reorganise the module structure in the source tree.
• Fix some bugs and enhance the performance of core functions.
• Add another 200+ unit tests.

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.