Search Results for "topology"
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Showing 14 open source projects for "topology"
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Hyperformer
Hypergraph Transformer for Skeleton-based Action Recognition
... is identified, i.e., the topology is fixed after training. To relax such a restriction, Self-Attention (SA) mechanism has been adopted to make the topology of GCNs adaptive to the input, resulting in the state-of-the-art hybrid models. Concurrently, attempts with plain Transformers have also been made, but they still lag behind state-of-the-art GCN-based methods due to the lack of structural prior. -
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cognee
Deterministic LLMs Outputs for AI Applications and AI Agents
... works; unstructured text or raw media files, PDFs, tables, presentations, JSON files, and so many more. Add small or large files, or many files at once. We map out a knowledge graph from all the facts and relationships we extract from your data. Then, we establish graph topology and connect related knowledge clusters, enabling the LLM to "understand" the data. -
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DeepXDE
A library for scientific machine learning & physics-informed learning
... stochastic PDEs (sPDEs) [J. Comput. Phys.] PINN with hard constraints (hPINN): solving inverse design/topology optimization [SIAM J. Sci. Comput.] Residual-based adaptive sampling [SIAM Rev., arXiv] Gradient-enhanced PINN (gPINN) [Comput. Methods Appl. Mech. Eng.] PINN with multi-scale Fourier features [Comput. Methods Appl. Mech. Eng.] -
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This system is designed to synchronize objects over network using a 1 server : n clients topology. In contrast to Object Replication system used in Zoidcom or RakNet this solution is developed to be very scalable using multiple threads/cpus=> MMO ready.
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Easy-TensorFlow
Simple and comprehensive tutorials in TensorFlow
... to the aforementioned points, the large community of TensorFlow enriches the developers with the answer to almost all the questions one may encounter. Furthermore, since most of the developers are using TensorFlow for code development, having hands-on on TensorFlow is a necessity these days. Tensorboard is a powerful visualization suite that is developed to track both the network topology and performance, making debugging even simpler. -
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Construct2D
COmputational fluid dyNamics STRUctured grid CreaTor for 2D airfoils
Construct2D is a grid generator designed to create 2D grids for CFD computations on airfoils. The grids are generated in Plot3D format. The only required input file is the set of coordinates defining the airfoil geometry, using the same format as XFoil, the popular vortex-panel code for airfoil analysis. Construct2D can create grids with O topology (recommended for airfoils with a blunt trailing edge) or C topology (recommended for airfoils with a sharp trailing edge). Now available... -
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Regina
Software for 3-manifold topology and normal surface theory
A suite of mathematical software for 3-manifold topologists, focusing on the study of 3-manifold triangulations, normal surfaces and angle structures. -
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Py3DN
Morphometric analysis and visualization of the 3D structure of neurons
Py3DN, is an open-source solution providing innovative tools to analyze 3D data collected with the widely used commercial system Neurolucida (MBF). It allows the construction of mathematical representations of neuronal topology, visualization and a variety of morphometric analysis on the neuronal structures. Above all, it provides a flexible environment where new types of analyses can be easily set up allowing total freedom to test new hypotheses. The application was developed in Python... -
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SANET is a Network Management System for experts. It provides Command Line Interface for detailed target configuration with its own DSL (not only SNMP) and web 2.0 interface to display network status and topology maps.
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Smart-grid Common Research Emulator (SCORE) captures the behavior and interactions of power networks and communication networks and emulates Smart Grid applications in an integrated and scalable environment. The researchers can verify the correctness of their new Smart Grid applications on a few devices and then use SCORE for large scale evaluation and performance prediction studies.Also, they can use SCORE to evaluate and validate the design and performance of their Smart Grid applications...
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11
ospfdiscoverysnmp
OSPF network discovery script via SNMP.
... between his PC and the router into the OSPF process, so he has IP connectivity to all other OSPF nodes. After providing necessary info and the OSPF info is gathered, the user has three choices: display the OSPF routers info on the screen, export the data to a file for Excel importing and generate the OSPF topology showing neighborships, router IDs and neighbor IPs. Tools used for coding and testing: Python 2.7.3, PySNMP, GNS3, Linux. Tested on Cisco 2621, 2691, 3660. -
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A high-performance extensible simulation framework for network coding protocols, written in Python.
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pyomnet provide an object-oriented way to define the network topology. It's a good way to illustrate network in an abstract way. pyomnet could generate the NED scenario and configuration(latter) for OMNeT++ simulation tool.
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14
SLM-Topo
Topology optimisation designed for laser based additive manufacturing
In the selective laser melting process (SLM), components are built up layer by layer by incremental melting of metal powder with a laser beam. This process leads to locally inhomogeneous material properties of the manufactured components. By integrating these specific material properties of the SLM-process into a topology optimization, product developers can be supported in the design process by simulation. For this purpose, a topology optimization method is being developed which takes...
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