Search Results for "python samples" - Page 2
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Showing 66 open source projects for "python samples"
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Reliable Metrics for Generative Models
Code base for the precision, recall, density, and coverage metrics
Reliable Fidelity and Diversity Metrics for Generative Models (ICML 2020). Devising indicative evaluation metrics for the image generation task remains an open problem. The most widely used metric for measuring the similarity between real and generated images has been the Fréchet Inception Distance (FID) score. Because it does not differentiate the fidelity and diversity aspects of the generated images, recent papers have introduced variants of precision and recall metrics to diagnose those... -
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nonechucks
Deal with bad samples in your dataset dynamically
nonechucks is a library that provides wrappers for PyTorch's datasets, samplers and transforms to allow for dropping unwanted or invalid samples dynamically. What if you have a dataset of 1000s of images, out of which a few dozen images are unreadable because the image files are corrupted? Or what if your dataset is a folder full of scanned PDFs that you have to OCRize, and then run a language detector on the resulting text, because you want only the ones that are in English? Or maybe you have... -
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FID score for PyTorch
Compute FID scores with PyTorch
This is a port of the official implementation of Fréchet Inception Distance to PyTorch. FID is a measure of similarity between two datasets of images. It was shown to correlate well with human judgement of visual quality and is most often used to evaluate the quality of samples of Generative Adversarial Networks. FID is calculated by computing the Fréchet distance between two Gaussians fitted to feature representations of the Inception network. The weights and the model are exactly the same... -
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CakeChat
CakeChat: Emotional Generative Dialog System
CakeChat is a backend for chatbots that are able to express emotions via conversations. The code is flexible and allows to condition model's responses by an arbitrary categorical variable. For example, you can train your own persona-based neural conversational model or create an emotional chatting machine. Hierarchical Recurrent Encoder-Decoder (HRED) architecture for handling deep dialog context. Multilayer RNN with GRU cells. The first layer of the utterance-level encoder is always... -
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Deepvoice3_pytorch
PyTorch implementation of convolutional neural networks
An open source implementation of Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning. -
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Examples.Python
Shows how to use tkinter only by programming code (Python).
Examples Python shows how to use tkinter only by programming code (Python). * Github repository : https://github.com/gammasoft71/Examples.Python * Homepage : https://gammasoft71.wixsite.com/gammasoft/python -
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reNamer
Rename files depending on their .extension
If you want to rename your dataset samples for ML and you might have a lot of them (you should btw) or maybe you need to set different enumeration for every .extension you have or you just want to rename some personal stuff I am glad you are here. This is how you can rename your files: - For every .extension in the target folder reNamer sets unique enumeration. - Randomly - With your set of parameters. Example, name=FILE, start counting from=10, step=1 Finally It is simple... -
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Vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python
Data science solutions, insights, dashboards, machine learning, deployment. We start at 100GB. Vaex is a high-performance Python library for lazy Out-of-Core data frames (similar to Pandas), to visualize and explore big tabular datasets. It calculates statistics such as mean, sum, count, standard deviation etc, on an N-dimensional grid for more than a billion (10^9) samples/rows per second. Visualization is done using histograms, density plots and 3d volume rendering, allowing interactive... -
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EfiPy
Python Library for accessing UEFI BIOS internal function by protocol
EfiPy is a Python Module on UEFI shell which can access UEFI BIOS kernel interface - System Table - Runtime Services - Boot Services pAnalyzer package - Tracing UEFI protocol calling flow Output protocol flow to screen or file with XML format CorePy (assembly package) - Simple Assembly code in Python environment. EfiPy Shell package- Simple uefi shell program coded with EfiPy library to prove EfiPy workable EfiPy leverage these open source packages - ctypes... -
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10
A Complete Beginner's Guide to Django
A Complete Beginner's Guide to Django - Code Samples
Code samples from the Django tutorial series. I’m starting a new tutorial series about Django fundamentals. It’s a complete beginner’s guide to start learning Django. The material is divided into seven parts. We’re going to explore all the basic concepts in great detail, from installation, and preparation of the development environment, models, views, templates, URLs to more advanced topics such as migrations, testing, and deployment. I wanted to do something different. A tutorial that would... -
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GDeps
Automatic process to update and build your external libraries/projects
...: https://sourceforge.net/projects/gdeps/files/latest/download?source=files 3) Download some samples projects: https://sourceforge.net/projects/gdeps/files/Projects/ 4) Configure your directories: https://sourceforge.net/projects/gdeps/files/Projects/directories.cfg/download 5) Configure your workspace: https://sourceforge.net/projects/gdeps/files/Projects/Config.cfg/download Links: ========== API: http://gdeps.org/doc/index.html Forum: http://gdeps.org/forum/index.php -
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Training Image Operators from Samples
Tools to train Image Operators automatically from a set of samples.
TRIOS - Training Image Operators from Samples is a set of tools to bring Image Processing closer to scientists in general. It is capable of estimating an operator between two images using only pairs of samples that contain an input image and the desired output. The operator is saved to a file and can be applied to any image. -
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Pyo Synth
A GUI to help with pyo synthesizer scripts manipulation.
Pyo Synth is an open source application that makes the manipulation of pyo scripts easier by letting you control it with a midi keyboard. The interface allows you to setup every control on your keyboard and link them to parameters in your script during runtime. It is also possible to save your progress directly in the pyo script. See manual for more explanation on features. -
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Distant Speech Recognition
Beamforming and Speech Recognition Toolkit
BTK contains C++ and Python libraries that implement speech processing and microphone array techniques such as speech feature extraction, speech enhancement, speaker tracking, beamforming, dereverberation and echo cancellation algorithms. The Millennium ASR provides C++ and python libraries for automatic speech recognition. The Millennium ASR implements a weighted finite state transducer (WFST) decoder, training and adaptation methods. These toolkits are meant for facilitating research... -
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Awesome AWS
A curated list of awesome Amazon Web Services libraries
... of a repo with < 100 stars and you can explain why it should be listed, please submit a pull request. Pull requests might be left open for a period of time to let the community chime in and vouch for it. An official repo from aws or awslabs can be removed if the community wishes. The Python module awesome-aws regularly scans repos on Awesome AWS to maintain the accuracy of the Fiery Meter of AWSome. -
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theZoo
A repository of LIVE malwares for malware analysis and security
theZoo is a project created to make the possibility of malware analysis open and available to the public. Since we have found out that almost all versions of malware are very hard to come by in a way which will allow analysis, we have decided to gather all of them for you in an accessible and safe way. theZoo was born by Yuval tisf Nativ and is now maintained by Shahak Shalev. theZoo’s purpose is to allow the study of malware and enable people who are interested in malware analysis (or maybe... -
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Nautic Radio Broadcast Console
Internet radio broadcast console / darkice frontend
Nautic Radio Broadcast Console is a darkice (shoutcast / icecast source client available at http://darkice.org/ ) frontend, that allows you to play jingles (audio samples), capture a webcam images to send to an FTP, chat with listeners (through an external webchat site) and monitor your audio and system (cpu, network) The program is developed, and used in production, for www.nauticradio.net / www.beatsnbreaks.nl and targeted at relatively old computers running linux. However it is not tested... -
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superboucle
Loop based software with jack transport, record and midi controllable
... also adjust sample offset in raw frame count negative or positive. Which mean sample can start before next beat (useful for reversed sample). You can record loop of any size, adjust BPM, reverse, normalize samples, ... Typical usage : * You need to control jack transport with external midi device and want a button to jump to a specified location in song. * You have some instruments patterns but you have no idea of song structure. * You make live performance with pre-recorded instruments. -
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QG fantasy maps plugins
Some pythons plugins to enhance fantasy maps creation with QGis
QGis permit the use of python script to handle maps. Here are some python code ready to use and modify, and some associated samples. -
20
pipasic
pipasic: Protein Abundance Correction in Metaproteomic Data
... in the analysis of metagenomic samples and require specific solutions. pipasic (peptide intensity-weighted proteome abundance similarity correction) is a tool which corrects identification and spectral counting based quantification results using peptide similarity estimation and expression level weighting within a non-negative lasso framework. pipasic has distinct advantages over approaches only regarding unique peptides or aggregating results to the lowest common ancestor. -
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PhyloTrack
PhyloTrack, D3.js and JBrowse for phylogeny and positioning of samples
PhyloTrack is a JavaScript--based software tool that integrates the D3.js library for data visualization with the JBrowse tool for genome browser representation. It requires a phylogenetic tree of the common Newick data format as input, as well as three meta data files for samples, clade-defining nodes and clade color definitions - all in tab delimited format. Functionality within PhyloTrack shows the informative markers at each node in the phylogenetic tree, therefore highlighting clade... -
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PyBrella
Python script to automate umbrella sampling with AMBER
PyBrella is a script designed to automate the umbrella sampling process, using the AMBER molecular dynamics package. -
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ADTEx
Aberration detection in tumour exome
Aberration Detection in Tumour Exome (ADTEx) is a tool for copy number variation (CNV) detection for whole-exome data from paired tumour/matched normal samples. -
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Bika Open Source LIMS/LIS
Web based laboratory information management system
A web-based LIMS (Laboratory Information Management System) · Built in Plone · Professionally supported · Making waves · bi:ka (Zulu): tell it as it is More information and links to manuals, user forums, support and translations are available at https://www.bikalims.org/support-and-service-provision Bika community: www.bikalims.org Main project sponsor, Bika Lab Systems: www.bikalabs.com Inquiries: lemoene@bikalabs.com -
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MaryGold
Variation analysis of metagenomic samples
The package enables detection of sequence variation between metagenomic samples.