Deep Learning, NLP, NMT, AI, ML
A scikit-learn compatible neural network library that wraps PyTorch. Resources Examples To see more elaborate examples, look here. import numpy as np from sklearn.datasets import make_classification from torch import nn from skorch import NeuralNetClassifier X, y = make_classification(1000, 20, n_informative=10, random_state=0) X = X.astype(np.float32)
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Machine Learning and Data Analytics Graphical User Interface The current version is not stable and might crash unexpectedly! What is it? The MaD GUI is a framework for processing time series data. Its use-cases include visualization, annotation (manual or automated), and algorithmic processing of visualized data and annotations. How do I use it? By clicking on the images below, you will be redirected to YouTube. In case you want to follow along on your own machine, check out the section […]
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GeoNode GeoNode is a geospatial content management system, a platform for the management and publication of geospatial data. It brings together mature and stable open-source software projects under a consistent and easy-to-use interface allowing non-specialized users to share data and create interactive maps. Data management tools built into GeoNode allow for integrated creation of data, metadata, and map visualization. Each dataset in the system can be shared publicly or restricted to allow access to only specific users. Social features like […]
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Python’s missing debug print command and other development tools. For more information, see documentation. Install Just pip install devtools[pygments] pygments is not required but if it’s installed, output will be highlighted and easier to read. devtools has no other required dependencies except python 3.6, 3.7, or 3.8.If you’ve got python 3.6+ and pip installed, you’re good to go. Usage from devtools import debug whatever = [1, 2, 3] debug(whatever) Outputs: test.py:4 : whatever: [1, 2, 3] (list) That’s only the […]
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This library allows to communicate with iM282A Radio (LoRa/FLRC/FSK) modules using vendor specific HCI messages and the WiMOD LR BASE+ proprietary firmware. Currently only TCP serial socket communication is supported. SensorApp endpoint is not supported (in firmware embedded sensor example application)! Feel free to open an issue if it’s needed. Most length limitations are not enforced or validated – make sure to read the corresponding vendor documentation of the firmware and module. Install python -m pip install im282a Usage Example […]
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py_neuromodulation The py_neuromodulation toolbox allows for real time capable processing of multimodal electrophysiological data. The primary use is movement prediction for adaptive deep brain stimulation. Find the documentation here https://neuromodulation.github.io/py_neuromodulation/ for example usage and parametrization. Setup For running this toolbox first create a new virtual conda environment: conda env create –file=env.yml –user The main modules include running real time enabled feature preprocessing based on iEEG BIDS data. Different features can be enabled/disabled and parametrized in the `https://github.com/neuromodulation/py_neuromodulation/blob/main/pyneuromodulation/nm_settings.json>`_. The current implementation […]
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Graveyard is an attempt at open-source reimplementation of DraciDoupe.cz (referred to as DDCZ in this text). Developer’s documentation is at Read the Docs. Production will be running at http://nove.dracidoupe.cz/ Contributions Contributions are welcome provided you agree your work will be shared under the same license as Graveyard (MIT). Please use black for code formatting. If you don’t know where to start, take a look at the roadmap or ask Almad on development Slack or in Pošta on DraciDoupe.cz. Please install […]
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This is an easy-to-use soundfonts loader and audio renderer in python. This is probably the most handy soundfont loader and renderer via pure programming at the time I am writing now (2021/8/29). This is a python package, it can load any soundfont files, including sf2 and sf3, you can listen to every preset in every bank in the soundfont files that are loaded using very simple syntax, export audio files for each note in a pitch range for any instruments […]
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GitHub – ABGEO/vaccination-py: Get COVID-19 vaccination schedules from booking.moh.gov.ge in the CLI Get COVID-19 vaccination schedules from booking.moh.gov.ge in the CLI – GitHub – ABGEO/vaccination-py: Get COVID-19 vaccination schedules from booking.moh.gov.ge in the CLI
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