diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 0000000..ba1c6b8 --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,11 @@ +# To get started with Dependabot version updates, you'll need to specify which +# package ecosystems to update and where the package manifests are located. +# Please see the documentation for all configuration options: +# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates + +version: 2 +updates: + - package-ecosystem: "pip" # See documentation for possible values + directory: "/" # Location of package manifests + schedule: + interval: "daily" diff --git a/.gitignore b/.gitignore index 9532800..9a39b47 100644 --- a/.gitignore +++ b/.gitignore @@ -60,6 +60,7 @@ # Delphi history and backups __history/ __recovery/ +Debug/ *.~* # Castalia statistics file (since XE7 Castalia is distributed with Delphi) diff --git a/README.md b/README.md index 8dac253..2cbef12 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,24 @@ # P4D-Data-Sciences A collection of lightweight Python wrappers based on Python4Delphi simplifying Data Sciences development with Delphi + +This is an _early access preview_, but you are encouraged to try it out, file bug reports, and add features. [Read more](https://blogs.embarcadero.com/?p=145025) and catch the live stream. + +Currently includes: +* **Tensorflow** - Library for machine learning and artificial intelligence. +* **NumPy** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/NumPy)] Numerical library for working with large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these them. +* **PyTorch & PyTorch Vision** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/PyTorch)] For computer vision and natural language processing applications. +* **MatPlotLib** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/MatplotLib)] Library for creating static, animated, and interactive visualizations. +* **Natural Language Toolkit (NLTK)** - [Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/NLTK) Suite of libraries and programs for symbolic and statistical natural language processing (NLP) for English. +* **OpenCV** - Library of programming functions mainly aimed at real-time computer vision +* **Scikit-learn** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/ScikitLearn)] Machine learning library that features various classification, regression and clustering algorithms including support-vector machines, random forests, gradient boosting, k-means and DBSCAN. + +Most packages have basic samples, but PyTorch has a very involed [Transfer Learning demonstration](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/PyTorch/PyTorchTransferLearning). + +## Dependencies: + +Please make sure the following are installed **_before_** installing this library + +* [Python4Delphi](https://github.com/Embarcadero/python4delphi) +* [Lightweight-Python-Wrappers](https://github.com/Embarcadero/Lightweight-Python-Wrappers) +* [PythonEnviroments](https://github.com/Embarcadero/PythonEnviroments) + diff --git a/demos/NLTK/NLTKBasics/nltk1_main.fmx b/demos/NLTK/NLTKBasics/nltk1_main.fmx index 8c32760..f8bc02f 100644 --- a/demos/NLTK/NLTKBasics/nltk1_main.fmx +++ b/demos/NLTK/NLTKBasics/nltk1_main.fmx @@ -138,6 +138,7 @@ object Form16: TForm16 AutoLoad = False PythonVersion = '3.10' PythonEngine = PythonEngine1 + Async = False OnZipProgress = PyEmbeddedResEnvironment3101ZipProgress Left = 192 Top = 296 @@ -147,23 +148,6 @@ object Form16: TForm16 Left = 368 Top = 128 end - object PythonGUIInputOutput1: TPythonGUIInputOutput - UnicodeIO = True - RawOutput = False - Left = 368 - Top = 208 - end - object PythonType1: TPythonType - Engine = PythonEngine1 - Prefix = 'Create' - Services.Basic = [bsRepr, bsStr, bsGetAttrO, bsSetAttrO] - Services.InplaceNumber = [] - Services.Number = [] - Services.Sequence = [] - Services.Mapping = [] - Left = 368 - Top = 296 - end object NumPy1: TNumPy AutoImport = False PythonEngine = PythonEngine1 diff --git a/demos/NLTK/NLTKBasics/nltk1_main.pas b/demos/NLTK/NLTKBasics/nltk1_main.pas index f5f16f3..b756303 100644 --- a/demos/NLTK/NLTKBasics/nltk1_main.pas +++ b/demos/NLTK/NLTKBasics/nltk1_main.pas @@ -5,11 +5,10 @@ interface uses System.SysUtils, System.Types, System.UITypes, System.Classes, System.Variants, System.Zip, System.Threading, FMX.Types, FMX.Controls, FMX.Forms, FMX.Graphics, - FMX.Dialogs, FMX.Memo.Types, NumPy, PythonEngine, FMX.PythonGUIInputOutput, - PyEnvironment.AddOn, PyEnvironment.AddOn.EnsurePip, PyEnvironment, + FMX.Dialogs, FMX.Memo.Types, NumPy, PythonEngine, PyEnvironment, PyEnvironment.Embeddable, PyEnvironment.Embeddable.Res, - PyEnvironment.Embeddable.Res.Python310, PyCommon, PyModule, PyPackage, NLTK, - FMX.Layouts, FMX.ListBox, FMX.ScrollBox, FMX.Memo, FMX.StdCtrls, + PyEnvironment.Embeddable.Res.Python310, PyCommon, PyModule, PyPackage, + NLTK, FMX.Layouts, FMX.ListBox, FMX.ScrollBox, FMX.Memo, FMX.StdCtrls, FMX.Controls.Presentation; type @@ -18,17 +17,15 @@ TForm16 = class(TForm) 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b/demos/PyTorch/PyTorchTransferLearning/training_data/Default/ThumbsUp/young-3061652_1920.jpg differ diff --git a/demos/PyTorch/PyTorchTransferLearning/training_data/Default/ThumbsUp/young-man-2939344_1920.jpg b/demos/PyTorch/PyTorchTransferLearning/training_data/Default/ThumbsUp/young-man-2939344_1920.jpg new file mode 100644 index 0000000..a843b2e Binary files /dev/null and b/demos/PyTorch/PyTorchTransferLearning/training_data/Default/ThumbsUp/young-man-2939344_1920.jpg differ diff --git a/dependencies.md b/dependencies.md new file mode 100644 index 0000000..d4a225c --- /dev/null +++ b/dependencies.md @@ -0,0 +1,15 @@ +Notes on exploring dependencies + +* https://github.blog/2020-08-04-secure-at-every-step-how-githubs-dependency-graph-is-generated/ +* Ideally get Boss listed and supported for Delphi +* https://docs.github.com/en/code-security/supply-chain-security/understanding-your-software-supply-chain/about-the-dependency-graph#supported-package-ecosystems +* Maybe hijack PIP's requirements.txt or NuGet/Chocolatey? +* https://docs.github.com/en/packages/working-with-a-github-packages-registry/working-with-the-nuget-registry +* https://pip.pypa.io/en/stable/topics/vcs-support/ +* Or maybe via GitHub Workflows? +* https://docs.github.com/en/actions/using-workflows/events-that-trigger-workflows +* https://docs.github.com/en/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file#package-ecosystem + +Also linking via Git + +* https://stackoverflow.com/questions/7813030/how-can-i-have-linked-dependencies-in-a-git-repo diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..768bb79 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,7 @@ +python4delphi @ https://github.com/Embarcadero/python4delphi +python4delphi @ https://github.com/Embarcadero/python4delphi.git +python4delphi @ git+https://github.com/Embarcadero/python4delphi.git@master +python4delphi @ git+https://github.com/Embarcadero/python4delphi.git +git+https://github.com/Embarcadero/python4delphi@master +git+https://github.com/Embarcadero/Lightweight-Python-Wrappers.git@main#egg=Lightweight-Python-Wrappers +git+https://github.com/Embarcadero/PythonEnviroments.git@main#egg=PythonEnviroments