BrightWire.Net4
2.1.1
Bright Wire is an open source machine learning library. Includes neural networks (feed forward, convolutional and recurrent), naive bayes, linear regression, decision trees, logistic regression, k-means clustering and dimensionality reduction.
Install-Package BrightWire.Net4 -Version 2.1.1
dotnet add package BrightWire.Net4 --version 2.1.1
<PackageReference Include="BrightWire.Net4" Version="2.1.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add BrightWire.Net4 --version 2.1.1
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Enhancements:
- csv parser now parses numbers with commas
- exposed data table adaptor base classes
- exposed vectorisation model from default data table adaptor
- added suport for boolean columns as binary vectorisation columns
- weighted index list to index list conversion
- added naive bayes training from data tables
- added column constraints to data table analysis xml
- vector distances refactor and performance improvements
- added confusion matrix from data table
- added reverse normalise and reverse vectorise for output columns from normalisation model
- matrix columns/rows as vectors
- batch normalisation
- added output nodes and slots so that graphs can output multiple results
Bug Fixes:
- fixed filter initialisation when dropout percentage is 0
- bin overflow correction
Enhancements:
- csv parser now parses numbers with commas
- exposed data table adaptor base classes
- exposed vectorisation model from default data table adaptor
- added suport for boolean columns as binary vectorisation columns
- weighted index list to index list conversion
- added naive bayes training from data tables
- added column constraints to data table analysis xml
- vector distances refactor and performance improvements
- added confusion matrix from data table
- added reverse normalise and reverse vectorise for output columns from normalisation model
- matrix columns/rows as vectors
- batch normalisation
- added output nodes and slots so that graphs can output multiple results
Bug Fixes:
- fixed filter initialisation when dropout percentage is 0
- bin overflow correction
Dependencies
-
- MathNet.Numerics (>= 4.7.0)
- protobuf-net (>= 2.4.0)
- System.ValueTuple (>= 4.5.0)
Used By
NuGet packages (1)
Showing the top 1 NuGet packages that depend on BrightWire.Net4:
| Package | Downloads |
|---|---|
|
BrightWire.CUDA.Net4.x64
Bright Wire CUDA adds GPU support to Bright Wire. This lets you run Bright Wire machine learning on a Maxwell or better NVIDIA GPU.
|
GitHub repositories
This package is not used by any popular GitHub repositories.
Version History
| Version | Downloads | Last updated | ||
|---|---|---|---|---|
| 2.1.1 | 388 | 2/23/2019 | ||
| 2.1.0 | 357 | 9/30/2018 | ||
| 2.0.6 | 358 | 7/27/2018 | ||
| 2.0.5 | 2,811 | 1/4/2018 | ||
| 2.0.4 | 591 | 9/23/2017 | ||
| 2.0.3 | 5,569 | 8/18/2017 | ||
| 2.0.2 | 657 | 6/21/2017 | ||
| 2.0.1 | 445 | 6/19/2017 | ||
| 2.0.0 | 382 | 6/7/2017 | ||
| 1.1.6 | 513 | 3/10/2017 | ||
| 1.1.5 | 380 | 3/3/2017 | ||
| 1.1.4 | 533 | 1/24/2017 | ||
| 1.1.3 | 417 | 1/19/2017 | ||
| 1.1.2 | 417 | 1/12/2017 | ||
| 1.1.1 | 448 | 12/8/2016 | ||
| 1.1.0 | 401 | 11/7/2016 | ||
| 1.0.8 | 371 | 10/31/2016 | ||
| 1.0.7 | 433 | 10/27/2016 | ||
| 1.0.5 | 402 | 10/25/2016 | ||
| 1.0.4 | 388 | 10/21/2016 | ||
| 1.0.3 | 387 | 10/18/2016 | ||
| 1.0.2 | 388 | 10/17/2016 | ||
| 1.0.1 | 388 | 10/14/2016 | ||
| 1.0.0 | 391 | 10/12/2016 |
