package owl
Install
Dune Dependency
Authors
Maintainers
Sources
sha256=38d210ce6c1c2f09631fd59951430e4f364b5ae036c71ed1b32ce559b2a29263
sha512=c468100556445384b9c6adad9c37b5a9b8c27db8be35f61979e65fafa88c60221b8bda0a9c06cfbbc8d4e216a1ed08a315dfefb45bb4f5f15aa82d4358f57567
CHANGES.md.html
1.0.2 (2022-02-14)
Update Hamming, Hann, Blackman, Freqz functions in
Signal
moduleFix a bug in sparse matrix transpose; the dimensions are now swapped properly
Fix a bug in the split function in ndarray module
Fix a bug in combination calculation
Fix some compilation warnings on Windows, using Mingw toolchain
Document updates for PLplot and Windows
1.0.1 (2021-01-06)
Add eighth-order finite difference approximation
Fix bug in Jacobian with different input/output dimensions (#557)
Fix bug in nested grads (#558)
Update to ocamlformat.0.16.0 (thanks @gpetiot #556)
Add get_fancy to AD
Check input and output type of
diff
operationFix bug in
build_info
of aiso pattern in ADImplement split forward mode and check max tag of
build_info
Add initial implementation of fft2 and ifft2
Add nonsymmetric qs suppport for continuous and discrete time lyapunov gradients
Improve
care
anddare
operations in ADImprove forward mode efficiency for sylv, clyap and dlyap operations in AD
1.0.0 (2020-11-10)
Update project governance
Fix bug in convolution operation
Fix bug in AEOS module
Enable differentiation through the Jacobian in Algodiff
Fix windows compatibility issue (@kkirstein #549)
Fix bitwidth issue in mingw by replacing long type with int64_t (thanks @kkirstein)
Fix Dockerfile for master branch
0.10.0 (2020-10-04)
various documentation improvements (thanks @pveber, @UnixJunkie, @Fourchaux)
Fix use of access operators (#543)
Upgrade to ocamlformat 0.15.0 (thanks @gpetiot #535)
keep_dims option (#531)
stats: fix infinite loop in ecdf
Use Fun.protect to ensure all file descriptors are being closed
owl_ndarray_maths: improve user experience in case of errors
owl_io: close file descriptors also in case of errors
owl_dense_ndarray_generic: fix error on printing 0-ary arrays
fixed bug in sub forward mode (#533)
Add stack to Algodiff (#528)
added log_sum_exp to Ndarray and Algodiff (#527)
added single-precision and double-precision Bessel functions to Ndarray (#526)
Fixes #518 by introducing another
/
to resolve data directory (@jotterbach #519)Graph Slice node (resolves #483) (@mreppen #517)
Graph subnetwork: Multiple outputs (@mreppen #515)
Added kron and swap to Algodiff operations (#512)
various other small fixes
0.9.0 (2020-03-03)
owl: sync opam files versioning
added stack function (#506)
Owl now compatible with latest version of Ctypes (#508)
Fix bug in _squeeze_broadcast (#503)
using extended indexing operator since ocaml 4.10.0
[breaking] Drop support for ocaml < 4.10.0
0.8.0 (2020-02-25)
Fix bug in _squeeze_broadcast (#503)
Added the Dawson function (Ndarray + Matrix + Algodiff op) (#502)
Fix bug in reverse mode gradients of aiso operations and pow (#501)
Added poisson_rvs to Owl_distribution (#499)
Draw poisson RVs in Ndarray and Mat modules (#498)
Broadcast bug for higher order derivatives (#495)
add sem to dense ndarray and matrix (#497)
Avoid input duplication with Graph.model and multi-input nn (#494)
Added Graph.get_subnetwork for constructing subnetworks (#491)
Make Graph.inputs give unique names to inputs (#493)
modify nlp interfaces
Re-add removed DiffSharp acknowledgment (#486)
add pretty printer for hypothesis type
update lambda neuron (#485)
fix example due to #476
Extend base linalg functions to complex numbers (#479)
[breaking] use a separate module for algodiff instead of ndarray directly (#476)
temp workaround and unittest (#478)
[breaking] Interface files for base/dense and base/linalg (#472)
Port code to dune2 (#474)
[breaking] interface files to simplify .mli files in owl/dense (#471)
Save and load Npy files (#470)
Owl: relax bounds on base and stdio (#469)
Merged tests for different AD operations into one big test + autoformat tests with ocamlformat (#468)
0.7.2 (2019-12-06)
fourth order finite diff approx to grad
changes to improve stability of sylv/discrete_lyap
fix bug in concatenate function
add mli for owl_base_linalg_generic
Owl-base linalg routines: LU decomposition (#465)
bug fixes
Update owl.opam
0.7.1 (2019-11-27)
Add unit basis
Fix issue #337 and #457 (#458)
owl-base: drop seemingly unnecessary dependency on integers (#456)
0.7.0 (2019-11-14)
Add unsafe network save (owlbarn/owl#429)
Sketch Count-Min and Heavy-Hitters
Various bugfixes
Owl_io.marshal_to_file: use to_channel
Do not create .owl folder when loading owl library
Re-design of exceptions and replace asserts with verify
Add OWL_DISABLE_LAPACKE_LINKING_FLAG
Reorganise Algodiff module
Add parameter support to Zoo
Two new features in algodiff: eye and linsolve (triangular option) + improved stability of qr and chol
Implemented solve triangular
Added linsolve and lq reverse-mode differentiation
Fix build on archlinux (pkg-config cblas)
Add median and sort along in ndarray
Improve stability of lyapunov gradient tests
0.6.0 (2019-07-17)
Add unsafe network save (#429)
Sketch Count-Min and Heavy-Hitters
Various ugfixes
Owl_io.marshal_to_file: use to_channel
Do not create .owl folder when loading owl library
Re-design of exceptions and replace asserts with verify
Add OWL_DISABLE_LAPACKE_LINKING_FLAG
Reorganise Algodiff module
Add parameter support to Zoo
Two new features in algodiff: eye and linsolve (triangular option) + improved stability of qr and chol
Implemented solve triangular
Added linsolve and lq reverse-mode differentiation
Fix build on archlinux (pkg-config cblas)
Add median and sort along in ndarray
Improve stability of lyapunov gradient tests
0.5.0 (2019-03-05)
Improve building and installation.
Fix bugs and improve performance.
Add more functions to Algodiff.
Split plot module out as sub library.
Split Tfgraph module out as sub library.
0.4.2 (2018-11-10)
Optimise computation graph module.
Add some core math functions.
Fix bugs and improve performance.
0.4.1 (2018-11-01)
Improve the APIs of Dataframe module.
Add more functions in Utils module.
0.4.0 (2018-08-08)
Fix some bugs and improve performance.
Introduce computation graph into the functor stack.
Optimise repeat and tile function in the core.
Adjust the OpenCL library according to computation graph.
Improve the API of Dataframe module.
Add more implementation of convolution operations.
Add dilated convolution functions.
Add transposed convolution functions.
Add more neurons into the Neural module.
Add more unit tests for core functions.
Move from
jbuilder
todune
Assuage many warnings
0.3.8 (2018-05-22)
Add initial support for dataframe functionality.
Add IO module for Owl's specific file operations.
Add more helper functions in Array module in Base.
Add core functions such as one_hot, slide, and etc.
Fix normalisation neuron in neural network module.
Fix building, installation, and publishing on OPAM.
Fix broadcasting issue in Algodiff module.
Support negative axises in some ndarray functions.
Add more statistical distribution functions.
Add another higher level wrapper for CBLAS module.
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.