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Showing 15 open source projects for "paper"
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PySR
High-Performance Symbolic Regression in Python and Julia
...PySR is developed alongside the Julia library SymbolicRegression.jl, which forms the powerful search engine of PySR. The details of these algorithms are described in the PySR paper. Symbolic regression works best on low-dimensional datasets, but one can also extend these approaches to higher-dimensional spaces by using "Symbolic Distillation" of Neural Networks, as explained in 2006.11287, where we apply it to N-body problems. Here, one essentially uses symbolic regression to convert a neural net to an analytic equation. ... -
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HyperTools
A Python toolbox for gaining geometric insights
HyperTools is a library for visualizing and manipulating high-dimensional data in Python. It is built on top of matplotlib (for plotting), seaborn (for plot styling), and scikit-learn (for data manipulation). Functions for plotting high-dimensional datasets in 2/3D. Static and animated plots. Simple API for customizing plot styles. Set of powerful data manipulation tools including hyperalignment, k-means clustering, normalizing and more. Support for lists of Numpy arrays, Pandas dataframes,... -
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Data Formulator
Create rich visualizations with AI
...However, these systems do not work well for iterative visualization authoring, because they often require analysts to provide, in a single turn, a text-only prompt that fully describes the complex visualization task to be performed, which is unrealistic to both users and models in many cases. In this paper, we present Data Formulator 2, an LLM-powered visualization system to address these challenges. -
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QUAST
Quality Assessment Tool for Genome Assemblies
...QUAST computes several well-known metrics, including contig accuracy, the number of genes discovered, N50, and others, as well as introducing new ones, like NA50 (see details in the paper and manual). A comprehensive analysis results in summary tables (in plain text, tab-separated, and LaTeX formats) and colorful plots. The tool also produces web-based reports condensing all information in one easy-to-navigate file. QUAST and its three follow-up papers (MetaQUAST, Icarus, QUAST-LG) papers were published in Bioinformatics; the last paper (WebQUAST) is out in Nucl Acid Research. -
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5
libtdms
A C++ library for reading National Instruments TDMS files.
libtdms is a C++ library for reading National Instruments TDMS files (http://www.ni.com/white-paper/3727/en). -
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DeepH-pack
Deep neural networks for density functional theory Hamiltonian
DeepH-pack is the official implementation of the DeepH (Deep Hamiltonian) method described in the paper Deep-learning density functional theory Hamiltonian for efficient ab initio electronic-structure calculation and in the Research Briefing. DeepH-pack supports DFT results made by ABACUS, OpenMX, FHI-aims or SIESTA and will support HONPAS. -
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ProxSDP.jl
Semidefinite programming optimization solver
ProxSDP is an open-source semidefinite programming (SDP) solver based on the paper "Exploiting Low-Rank Structure in Semidefinite Programming by Approximate Operator Splitting". The main advantage of ProxSDP over other state-of-the-art solvers is the ability to exploit the low-rank structure inherent to several SDP problems. -
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Scenario Editor And Visualizer
Scenario Editing and Visualization tool for Scientific scenes
...With reduced costs and processing power available and availability of experimentation platforms could hold the key to an enchanting learning experience. The first step is an editing and visualization tool. Described in paper http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6629931&refinements%3D4278371973%26queryText%3DGlobal+Humanitarian+Technology+Conference%3A+South+Asia+Satellite+.LB.GHTC-SAS.RB.%2C+2013+IEEE#! -
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graphICs
graphICs is a converter transforming GDS II-data to Asymptote-code
...It reads a stream of GDS II-records, optimizes it by removing objects smaller than a user-defined minimal size an writes it to Asymptote-code. This code can be translated via Asymptote to PDF, PNG or other formats. The output can be specified to be printed on an A-format paper, portrait or landscape, top/right, center or bottom/left align. To use graphICs you need to download the JAR-file containing the program (no installation needed) and the MAP-file containing the color-information for the design (you can modify it or you create your own). To create graphic or PDF-files you need to download Asymptote from asymptote.sourceforge.net. ... -
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DensitoPlot
Densitometer data acquisition interface and plotter
This software is to be used as a communication interface for photographic densitometers to receive transmission or reflective density through the serial port RS-232. A graph of the received data is also done automatically. -
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CThruView is an image viewer that allows mouse clicks to go through the image. Use it as tracing paper or splash screen. The image can be made semi-transparent, flipped, rotated, zoomed, always on top, clipped, moved, hidden and centered.
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An implementation of Bruhn et al.'s fast variational optical flow algorithm using the OpenCV image processing library. The code calculates dense flow fields with a user-specified level of precision.
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GSolaar
Polyhedron paper building
EN : Visualization of non-convex polyhedra and pattern generating for paper building. FR : Visualisation de polyèdres non-convexes et génération de patrons pour une construction papier. -
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Java package to study a clustering model described in the paper \"Novel Clustering Algorithm Based Upon Games on Evolving Network\" by Q. Li, Z. Chen, Y. He and J-P. Jiang (in arxiv: http://arxiv.org/pdf/0812.5064v1), generalizations and similar issues.
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Geodes is a mac application designed to do geometry and math like you can do in front of a sheet of paper. It both includes simple figures drawing (lines, circles) and high level analytic geometry.
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