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Showing 29 open source projects for "top"
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PyMC
Bayesian Modeling and Probabilistic Programming in Python
PyMC is a Python library for probabilistic programming focused on Bayesian statistical modeling and machine learning. Built on top of computational tools like Aesara and NumPy, PyMC allows users to define models using intuitive syntax and perform inference using MCMC, variational inference, and other advanced algorithms. It’s widely used in scientific research, data science, and decision modeling. -
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robosuite
A Modular Simulation Framework and Benchmark for Robot Learning
Robosuite is a modular and extensible simulation framework for robotic manipulation tasks, built on top of MuJoCo. Developed by the ARISE Initiative, Robosuite offers a set of standardized benchmarks and customizable environments designed to advance research in robotic manipulation, control, and imitation learning. It emphasizes realistic simulations and ease of use for both single-task and multi-task learning. -
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AWS Data Wrangler
Pandas on AWS, easy integration with Athena, Glue, Redshift, etc.
...Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON, and EXCEL). Built on top of other open-source projects like Pandas, Apache Arrow and Boto3, it offers abstracted functions to execute usual ETL tasks like load/unload data from Data Lakes, Data Warehouses, and Databases. Convert the column name to be compatible with Amazon Athena and the AWS Glue Catalog. Run a query against AWS CloudWatchLogs Insights and convert the results to Pandas DataFrame. ... -
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Newton
An open-source, GPU-accelerated physics simulation engine
Newton is a high-performance, GPU-accelerated physics simulation engine designed primarily for robotics research, machine learning, and advanced simulation workflows. Built on top of NVIDIA Warp, it leverages GPU parallelism to deliver scalable and efficient simulation environments that support rapid iteration and experimentation. The engine extends previous simulation frameworks by introducing differentiable physics capabilities, allowing it to integrate seamlessly with machine learning models and optimization pipelines. ... -
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PyQuil
A Python library for quantum programming using Quil
...Without installing anything, you can quickly get started with quantum programming by exploring our interactive Jupyter Notebook tutorials and examples. To run them in a preconfigured execution environment on Binder, click the "launch binder" badge at the top of the README or the link here! To learn more about the tutorials and how you can add your own, visit the rigetti/forest-tutorials repository. If you'd rather set everything up locally, or are interested in contributing to pyQuil, continue to the next section for instructions on installing pyQuil and the Forest SDK. -
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DWSIM - Open Source Process Simulator
Simulate chemical processes using advanced thermodynamic models
...Written in VB.NET and C#, DWSIM features a comprehensive set of unit operations, advanced thermodynamic models, support for reacting systems, petroleum characterization tools and a fully-featured graphical interface. DWSIM Pro is a commercial sibling of DWSIM built on top of open-source software. It offers extended features, comes with private support, and is accessible in the cloud. Visit simulate365.com for details. -
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WordCount
Count frequency of single, 2-word and 3-word clusters in a text
The program can read a text file and count the occurrences of single words and clusters of 2 and 3 words. The resulting list will be sorted in descending order (highest frequency on top). -
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gVirtualXRay
Virtual X-Ray Imaging Library on GPU
...It is based on the Beer-Lambert law to compute the absorption of light (i.e. photons) by 3D objects (here polygon meshes). It is implemented on the graphics processing unit (GPU) using the OpenGL Shading Language (GLSL). SimpleGVXR is a smaller library build on the top of gVirtualXRay. It provides wrappers to Python, R, Ruby, Tcl, C#, Java, and GNU Octave. -
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Baya - SoC Integration Platform
Best in class SoC Integration Platform, IP-XACT, Verilog VHDL, UPF
...Associate the IP-XACT memory maps with the SoC component instances 10. Dump out the C Model for the entire design 11. Glue-Logic insertion 12. Spare port insertion across hierarchies 13. Automatic creation of the top module and it's ports based upon specified rule 14. Creates stub module -
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dockserver-talk
Python module to interface with a Slocum glider dockserver
Dockserver-talk is a python module that provides an easy way to build custom clients that communicate with Teledyne Webb Research's dockserver software, used to control "Slocum" underwater gliders. The package comes with two applications built on top of dockserverTalk: BUGS: a program to monitor and display the position of gliders (as well as buoys and ships) with respect to a given GPS location (from an external source). Surfalarm: a program that can send text messages or make direct phone calls, acting upon a glider to surface and connect to a dockserver, being in a mission, or aborted. ... -
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seaborn
Statistical data visualization in Python
Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics. Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of... -
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Argos Translate
Open-source offline translation library written in Python
...Argos Translate supports installing language model packages which are zip archives with a ".argosmodel" extension containing the data needed for translation. LibreTranslate is an API and web-app built on top of Argos Translate. Argos Translate also manages automatically pivoting through intermediate languages to translate between languages that don't have a direct translation between them installed. For example, if you have a es → en and en → fr translation installed you are able to translate from es → fr as if you had that translation installed. ... -
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pyindi-client
Python binding to the libindi library
...This class could be used to build python scripts able to interact with indi servers using sendNew* methods and implementing new* methods of the BaseMediator class. PyQt applications may also be built on top of IndiClient, thus allowing rapid development of GUI Indi clients. Besides Python there are also bindings for node.js, Tcl (incomplete) and PHP (not useful). As application examples you will find a Python Websocket server with which you may build a web application interacting with Indi servers, and a simple PyQt application similar to the Kstars Indi Control Panel (was built as an exercise). ... -
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CRP - Chemical Reaction Prediction
Predicting Organic Reactions using Neural Networks.
...This Graphical User Interface takes simplified molecular-input line-entry system (SMILES) as an input and generates the product SMILE & molecule. Beam search is used in Version 2, to generate top 5 predictions. Maximum input length for the model is 15 (excluding spaces). -
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AESOP-ACP
A simulation framework for production process modeling in Python
...Compared to its ancestor - jES - it is lightweight, more general and written in Python. The basic goal of the simulator is to find bottlenecks in production process which could be hard to detect with traditional approaches (e.g., top-down). In addition, it can be used to speculate about “what-if” scenarios in order to suggest solution strategies. -
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AI learning
AiLearning, data analysis plus machine learning practice
...We are iBooker, a large open-source community, we-media, and online earning community, with a QQ group of more than 10,000 people and at least 10,000 subscribers. The number of Github Stars exceeds 60k, and it ranks in the top 100 of all Github organizations. The daily up of all its websites exceeds 4k, and the peak of Alexa ranking is 20k. Our core members are certified as CSDN blog experts and short-book programmers as excellent authors. We have established ApacheCN, a non-profit document, and tutorial translation project. -
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NGSolve is a general purpose Finite Element Library on top of Netgen. With the basic library one can solve heat flow equations, Maxwell equations, and solid mechanical problems. Several add-ons are available for particular application classes. New paper: J. Schöberl: "C++11 Implementation of Finite Elements in NGSolve", ASC Report 30/2014, Institute for Analysis and Scientific Computing, Vienna University of Technology, 2014 http://www.asc.tuwien.ac.at/~schoeberl/wiki/publications/ngs-cpp11.pdf
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YoMo
You Only Meter Once - The open hardware smart metering system
...The smart meters are attached to household devices and monitor their energy consumption. The gathered data is timestamped and transmitted to the coordination device. This device offers interfaces to control the smart meters. On top of the software runs a apache webserver that provides all estimated data on our yomo project homepage. The system does not need any maintenance and works out of the box after the devices were integrated into the households Wi-Fi network. Link to the scientific paper: http://link.springer.com/article/10.1007%2Fs00450-014-0290-8#/page-1 -
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Planar Roof Top Detection in LiDAR
This tool detects and classifies roof tops from raw spatial LiDAR
...Using the assumption that roof tops are planar in construction, a new approach was developed using volume of point clouds to determine whether a cluster contains planar points. This approach yields very promising results and with attention applied to its weaknesses, should provide another algorithm which can rival currently available roof top detection methods. -
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PyRadMon
Automated reporting of Geiger Muller counter readings to RadMon.org
...Just because the Cold War is "over" does not mean that there is no more threat of a radiological attack. In fact, the U.S. Homeland Security Council lists the "Detonation of a 10 Megaton Improvised Nuclear Device" as "Scenario #1" among the top 15 threats to American security. Or, if you do not believe that a nuclear bomb is likely, what about all the Chernobyl-style Soviet-era nuclear power stations still in service? The point is: let us work together as free people to jointly report and track radiation levels around the globe. Information is power--and more importantly, information can save lives. ... -
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statspy
Python module for statistics built on top of NumPy/SciPy
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Gnuplot2TightPDF
Python script that produces a tight pdf from gnuplot with psfrag text.
Gnuplot is a widely known script based free plotting program. This script (gpt2pdf) makes it possible to generate pdf figures with 2D LaTeX maths on top of it by including psfrag replacements directly as comments in the gnuplot file. The resulting pdf file doesn't contain any extra white-spaces around it and as such can be comfortably included in any (pdf)LaTeX file. Requires: Python 2.4 - 2.7, LaTeX and the system commands ps2epsi and epstopdf which comes in with any ghostscript installation. ... -
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Otto's Workshop
Geomatics & mapping tools for the masses!
The purpose of this workshop is to share the tools created as an aid to our everyday work with students, enthusiasts and specialists interested in the development and use of new technologies including (but not limited to) geomatics, mapping, web mapping services (WMS), drafting, remote sensing, GIS and related occult sciences of Gaia. Check out the NBR (dn2nbr) and NDVI (dn2ndvi) calculating tools for GRASS GIS at the top menu!!! -
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mlpy
Machine Learning Python
mlpy is a Python module for Machine Learning built on top of NumPy/SciPy and of GSL. mlpy provides high-level functions and classes allowing, with few lines of code, the design of rich workflows for classification, regression, clustering and feature selection. mlpy is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License version 3. -
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BrennerMD is a public domain Fortran molecular dynamics program by Donald Brenner and other people. This project is to maintain the original source code and to build a Python interface on top of it.
