Orange, a component-based data mining framework.
Project description
[](https://gitter.im/biolab/orange3?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge) [](https://travis-ci.org/biolab/orange3) [](https://codecov.io/gh/biolab/orange3)
[Orange] is a component-based data mining software. It includes a range of data visualization, exploration, preprocessing and modeling techniques. It can be used through a nice and intuitive user interface or, for more advanced users, as a module for the Python programming language.
This is the latest version of Orange (for Python 3). The deprecated version of Orange 2.7 (for Python 2.7) is still available ([binaries] and [sources]).
[Orange]: https://orange.biolab.si/ [binaries]: https://orange.biolab.si/orange2/ [sources]: https://github.com/biolab/orange
Installing with Miniconda / Anaconda
Orange requires Python 3.6 or newer.
First, install [Miniconda] for your OS. Create virtual environment for Orange:
conda create python=3 –name orange3
In your Anaconda Prompt add conda-forge to your channels:
conda config –add channels conda-forge
This will enable access to the latest Orange release. Then install Orange3:
conda install orange3
[Miniconda]: https://docs.conda.io/en/latest/miniconda.html
To install the add-ons, follow a similar recipe:
conda install orange3-<addon name>
See specific add-on repositories for details.
Installing with pip
To install Orange with pip, run the following.
# Install some build requirements via your system’s package manager sudo apt install virtualenv git build-essential python3-dev
# Create a separate Python environment for Orange and its dependencies … virtualenv –python=python3 –system-site-packages orange3venv # … and make it the active one source orange3venv/bin/activate
# Clone the repository and move into it git clone https://github.com/biolab/orange3.git cd orange3
# Install Qt dependencies for the GUI pip install PyQt5
# Install other minimum required dependencies pip install -r requirements-core.txt # For Orange Python library pip install -r requirements-gui.txt # For Orange GUI
pip install -r requirements-sql.txt # To use SQL support pip install -r requirements-opt.txt # Optional dependencies, may fail
# Finally install Orange in editable/development mode. pip install -e .
Installation of SciPy and qt-graph-helpers is sometimes challenging because of their non-python dependencies that have to be installed manually. More detailed, if mostly obsolete, guides for some platforms can be found in the [wiki].
[wiki]: https://github.com/biolab/orange3/wiki
### Missing WebKit/WebEngine
Some distributions of PyQt5 come without WebKit or WebEngine, required by some add-ons and for reporting. Running pip install PyQtWebEngine may solve this issue.
Starting Orange GUI
To start Orange GUI from the command line, run:
orange-canvas # or python3 -m Orange.canvas
Append –help for a list of program options.
Compiling on Windows
Get appropriate wheels for missing libraries. You will need [numpy+mkl] and [scipy].
[numpy+mkl]: http://www.lfd.uci.edu/~gohlke/pythonlibs/#numpy [scipy]: http://www.lfd.uci.edu/~gohlke/pythonlibs/#scipy
Install them with
pip install <wheel name>.whl
Install [Visual Studio compiler]. Then go to Orange3 folder and run:
[Visual Studio compiler]: https://developer.microsoft.com/en-us/windows/downloads
python setup.py build_ext -i –compiler=msvc install
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
File details
Details for the file Orange3-3.21.0.tar.gz.
File metadata
- Download URL: Orange3-3.21.0.tar.gz
- Upload date:
- Size: 2.5 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 0666cac74dc33fd4a23df9f673b620d5f4eaa76f0b66c92738c1acb4459693cb |
|
| MD5 | 829724185a9f0962e807f5c06f4527ea |
|
| BLAKE2b-256 | 3cae5bddc861ebdc93388a027aa3786d5e75b8b5aa95ffbb3269594bc4dedd46 |
File details
Details for the file Orange3-3.21.0-cp37-none-win_amd64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp37-none-win_amd64.whl
- Upload date:
- Size: 2.6 MB
- Tags: CPython 3.7, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e41d150bf9dd64f6c77ebe6728d50ef9069a0d94185203e4acf4ef2ef73499f8 |
|
| MD5 | adba5aa4486d87ae9b230ee7efe075c5 |
|
| BLAKE2b-256 | 46d5c4cccac75115e332b60abf6a5f2a23cd0499450cf2cf486d2d0e039232ee |
File details
Details for the file Orange3-3.21.0-cp37-none-win32.whl.
File metadata
- Download URL: Orange3-3.21.0-cp37-none-win32.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.7, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 5b48c4c663d6d3191328bf43b4caa92448f21e23b50b0556a8991a586dce70ab |
|
| MD5 | db9032ca8428f2644255517db243de5f |
|
| BLAKE2b-256 | afbdcdec94fcab34381552cb6930bd7596dac016e77d228938aec17cb270b826 |
File details
Details for the file Orange3-3.21.0-cp37-cp37m-manylinux1_x86_64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp37-cp37m-manylinux1_x86_64.whl
- Upload date:
- Size: 2.6 MB
- Tags: CPython 3.7m
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | d2443af96c5c2bab4ed9d7fc85189a4b41a105fac11f274457873ea0d70ed7b8 |
|
| MD5 | 7cedb1c577b3bad86ddcd251acaf7269 |
|
| BLAKE2b-256 | a3a12e0632837a2b73fb46d1cbd33491d51555e68fb24a162a7b1b44b82f3c11 |
File details
Details for the file Orange3-3.21.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
- Upload date:
- Size: 3.0 MB
- Tags: CPython 3.7m, macOS 10.10+ intel, macOS 10.10+ x86-64, macOS 10.6+ intel, macOS 10.9+ intel, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | d57bacde5ed285f072f0e50ec4b2da639f2602080963d0de5db8a01ddbdd5067 |
|
| MD5 | f37aecabd42527516876037c363f7962 |
|
| BLAKE2b-256 | a0f079eca4bf6bab2ddad825a977247e0087edb1008b81ba43cf7b21b43b6a58 |
File details
Details for the file Orange3-3.21.0-cp36-none-win_amd64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp36-none-win_amd64.whl
- Upload date:
- Size: 2.6 MB
- Tags: CPython 3.6, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 06bbbfc2e73811db4092ac3cdf90a0ee4e6123c6fb6c226b92dd0a4316d8b677 |
|
| MD5 | 9586f61a4b61b6ce97270aa430d03c30 |
|
| BLAKE2b-256 | ba60c4dfc3d207d043497ea66cc55dbf0ef7bbd3e8012967eae174ecdc3bb347 |
File details
Details for the file Orange3-3.21.0-cp36-none-win32.whl.
File metadata
- Download URL: Orange3-3.21.0-cp36-none-win32.whl
- Upload date:
- Size: 2.5 MB
- Tags: CPython 3.6, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | de7a1fd5f70da9337cdcb7cba6f1d0e9eacbff8273186e152f5475c945d5244c |
|
| MD5 | d4718254ee96218e6430e2dea4531ab6 |
|
| BLAKE2b-256 | ac1ef347afbeee48f35f913d9747c50f16b6fcf03b371bfb6280fe9b0c6966c0 |
File details
Details for the file Orange3-3.21.0-cp36-cp36m-manylinux1_x86_64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp36-cp36m-manylinux1_x86_64.whl
- Upload date:
- Size: 2.6 MB
- Tags: CPython 3.6m
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 236433aec9bc339a79f15c44dfd54090654a0329abfce88d289210897e8174ab |
|
| MD5 | c06521232f86c75a9459f2a0288626ff |
|
| BLAKE2b-256 | f230f13fd1e9e94ec91a16627f9ecc8520dad73307dddb9725a0634dc66c04ca |
File details
Details for the file Orange3-3.21.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl.
File metadata
- Download URL: Orange3-3.21.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
- Upload date:
- Size: 3.0 MB
- Tags: CPython 3.6m, macOS 10.10+ intel, macOS 10.10+ x86-64, macOS 10.6+ intel, macOS 10.9+ intel, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.18.4 setuptools/38.4.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.6.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | bb28080491d9105e4af323de3163c4455678eca4d3426bd5f07d32484ff077bd |
|
| MD5 | 8ba92fd35ea7a1acc9273f612d0f5a44 |
|
| BLAKE2b-256 | 92ed59254a29f42d6d89ea6e9105432bead40ea2bc4577fe355b1f446e48068c |
](https://gitter.im/biolab/orange3?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge](https://gitter.im/biolab/orange3](https://badges.gitter.im/biolab/orange3.svg)](https://gitter.im/biolab/orange3?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge){kind=link}
](https://travis-ci.org/biolab/orange3){kind=link}
](https://codecov.io/gh/biolab/orange3){kind=link}