Search Results for "result" - Page 6
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Showing 207 open source projects for "result"
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1
Django REST Pandas
Serves up Pandas dataframes via the Django REST Framework
Django REST Pandas (DRP) provides a simple way to generate and serve pandas DataFrames via the Django REST Framework. The resulting API can serve up CSV (and a number of other formats for consumption by a client-side visualization tool like d3.js. The design philosophy of DRP enforces a strict separation between data and presentation. This keeps the implementation simple, but also has the nice side effect of making it trivial to provide the source data for your visualizations. This... -
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Video Nonlocal Net
Non-local Neural Networks for Video Classification
...The repo provides training recipes and models for standard datasets, as well as ablations that show how many non-local blocks to insert and at which stages. Efficient implementations keep memory and compute manageable so the blocks can be added without rewriting the entire backbone. The result is a practical, drop-in mechanism for upgrading purely local video models into context-aware networks with strong benchmark performance. -
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Finetune Transformer LM
Code for "Improving Language Understanding by Generative Pre-Training"
finetune-transformer-lm is a research codebase that accompanies the paper “Improving Language Understanding by Generative Pre-Training,” providing a minimal implementation focused on fine-tuning a transformer language model for evaluation tasks. The repository centers on reproducing the ROCStories Cloze Test result and includes a single-command training workflow to run the experiment end to end. It documents that runs are non-deterministic due to certain GPU operations and reports a median accuracy over multiple trials that is slightly below the single-run result in the paper, reflecting expected variance in practice. The project ships lightweight training, data, and analysis scripts, keeping the footprint small while making the experimental pipeline transparent. ... -
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Colonization Mod Collection
Several mods for Civilization IV: Colonization
...This allows joined work without the time consuming and bug prone process of moving modpacks between source codes. This mean the source code is made up of multiple features, which can be tweaked by XML and as a result it is possible to make total conversion mods without knowing how to program. What this is NOT is a bunch of nearly identical mods. The design goal is to make each mod so unique that the average player should not notice that the source code is shared. -
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Scikit-plot
An intuitive library to add plotting functionality to scikit-learn
Single line functions for detailed visualizations. Scikit-plot is the result of an unartistic data scientist's dreadful realization that visualization is one of the most crucial components in the data science process, not just a mere afterthought. Gaining insights is simply a lot easier when you're looking at a colored heatmap of a confusion matrix complete with class labels rather than a single-line dump of numbers enclosed in brackets. -
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Compare GAN
Compare GAN code
compare_gan is a research codebase that standardizes how Generative Adversarial Networks are trained and evaluated so results are comparable across papers and datasets. It offers reference implementations for popular GAN architectures and losses, plus a consistent training harness to remove confounding differences in optimization or preprocessing. The library’s evaluation suite includes widely used metrics and diagnostics that quantify sample quality, diversity, and mode coverage. With... -
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AerinSistemas-Noname
Elasticsearch to Pandas dataframe or CSV
API and command line utility, written in Python, for querying Elasticsearch exporting result as documents into a CSV file. The search can be done using logical operators or ranges, in combination or alone. The output can be limited to the desired attributes. Also ToT can insert the querying to a Pandas Dataframe or/and save its in a HDF5 container (under development). -
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autocrc uses 32-bit CRC-sums to verify the integrity of files. The CRC-sums are parsed both from filenames and from sfv-files. autocrc can perform CRC-checks recursively. After it's done it prints a summary of the result.
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pyspider
A powerful Spider(Web Crawler) system in Python
pyspider is a powerful Spider(Web Crawler) system in Python. Components are connected by message queue. Every component, including message queue, is running in their own process/thread, and replaceable. That means, when process is slow, you can have many instances of processor and make full use of multiple CPUs, or deploy to multiple machines. This architecture makes pyspider really fast. benchmarking. Since pyspider has various components, you can just run pyspider to start a standalone and... -
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PyUltimateRobot
Controls any Robot in Python
Developed on Python to leverage state-of-the-art extensibility and easily integrated plugins Able to use low cost robots with the accuracy and dexterity of much more expensive robots, achieved in part by: a) Ability to drive movement by inexpensive DC gear head motors, including the inherent ability to specify movement by applied force rather than strict space/time control that steppers impose. b) Arms and linkages don't have to have super tight tolerances, because accuracy is... -
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PyTorch Book
PyTorch tutorials and fun projects including neural talk
This is the corresponding code for the book "The Deep Learning Framework PyTorch: Getting Started and Practical", but it can also be used as a standalone PyTorch Getting Started Guide and Tutorial. The current version of the code is based on pytorch 1.0.1, if you want to use an older version please git checkout v0.4or git checkout v0.3. Legacy code has better python2/python3 compatibility, CPU/GPU compatibility test. The new version of the code has not been fully tested, it has been tested... -
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Tangent
Source-to-source debuggable derivatives in pure Python
...In contrast, Tangent performs ahead-of-time autodiff on the Python source code itself, and produces Python source code as its output. Tangent fills a unique location in the space of machine learning tools. As a result, you can finally read your automatic derivative code just like the rest of your program. Tangent is useful to researchers and students who not only want to write their models in Python, but also read and debug automatically-generated derivative code without sacrificing speed and flexibility. Tangent works on a large and growing subset of Python, provides extra autodiff features other Python ML libraries don't have, has reasonable performance, and is compatible with TensorFlow and NumPy. -
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Microarray Integrator (MAI)
Microarray Integrator for heterogeneous human/mouse Affymetrix arrays
The Microarray Integrator is freely available programs to integrate heterogeneous Affymetrix microarrays for human and mouse. The cell-type-specific genes or condition-specific genes can be screened in the integrated microarrays by MAI result. -
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Orions Grand Inquisitions Mod
An Epic Expansion for Civ4 BTS
This is a Beyond the Sword (BTS 3.19) project for Civilization 4. It is a 1GB download. OGI is the result of countless hours of difficult programming in SDK, Python and XML that is designed to provide a rich variety of strategic choice and enjoyment for all. If you want to play Civilization, then OGI is the mod to play. Make sure to download the art file (FPK file). The mod will not run without it. -
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littletable is a lightweight in-memory data manager of collections of Python objects, providing ORM-like access for querying and joining data using object attributes as pseudo-columns.
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Py2Bin
compile python script file to standeloune binary file (MacOs 10.6 + )
Py2Bin is an application for MacOs X 10.6 or later, this application compile and bluid a standeloune executable binary file from a .py python script file. The result of the compilation can be execute without the python programe This application is submite under GPL pulic licence If you need som information of if ou have a problem with this application please wrtite to m.houbad@gmail.com Py2Bin use Pyinstaller as compiler -
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Pikzie is an Unit Testing Framework for Python. Pikzie provides more Pythonish API(*) and more usefull test result output rather than PyUnit (unittest.py). (*) PEP 8 -- Style Guide for Python Code: http://www.python.org/dev/peps/pep-0008/
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lxnstack
A program to align and stack astronomical images.
... * FITS file support (by installing the python2 package 'astropy') * Hot pixels suppression algorithm * CR2 files native support * Can load/save video * Grayscale RAW image support * Editing of result image's levels. * Light curve generation -
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Creates interactive plots of data lines over a time scale. Automatic detection of input format and scale will result in instantaneous results without any need for configuration.
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Template Code Set for JModelica
This is a template Python code set to use JModelica easily.
...The template includes a sample model definition file (opt_definition.mop) and a .bat file (run_me.bat) to start its calculation. After download the template, immediately you can run JModelica by only double-clicking run_me.bat file, and obtain the optimization result. Please go to the page given below for the information of how to start to use this and its details. -
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MyBeggar
Help to manage current docs (small DMS)
...It will perform a copy of original file and places it in predefined directory. When you want to find it, a short research will provide all documents links with provided parameters . You just have to double click on the result, and the system will open it with appropriate software. There is a benefit with this software: you can share data between few different computers and it's available from different OS. By example, you place db and archive directory in shared place, and you can manage it from different computer. (Linux package doesn't work for now, i'm worknig on it) Thanks to let a revie -
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iTag
Tag images using various categories and modifiers
...Users are able to load a series of Images into a session and add tags on objects on these images within previously defined categories and modifiers. Upon ending the session, result files are produced including (if provided by the EXIF data) the gps information for each Picture, the number of objects in each category and a detailed result file that describes each individual object. In addition, all images that were tagged are saved. -
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Debox GNU/Linux Live CD
Debox Linux is a live distro based on Debian distribution and Openbox
...Different from the majority of the distributions, the Debox desktop environment does not tightly integrate every component but use various programs and tweaks that give the final result. Debox Live CD is full persistence capable so you can store your favorite data on hard disk/USB stick. Debox Live CD can run in old computers that have more of 256MB of Ram whith a 700MHz CPU (but strongly advised 2GB of Ram and unleast 2Ghz CPU) -
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mitoMaker
mitoMaker - a mitochondria assembly and annotation script
...General pipeline: 1-iterative De Novo assembly, with different k-mer values, trying to assemble a build that matches a target mitochondrial genome given. 2-searches for all mitochondrial gene features and circularization. 3-stores the best result found. 4-uses the best assembly as backbone for a reference based assembly, using MIRA and MITObim, trying to extend the mitogenome and close gaps. 5-annotates the best assembly, identifying the start and end position of each and every feature. 6-creates a folder with all the results (PNG, GENBANK, FASTA, SEQUIN, CAF, MAF and a stats logfile). -
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Protein SDK
Web. Desktop. Best of both worlds.
...You can create a desktop application using python, html, css, javascript or jquery in minutes! The SDK allows you to: - Run python code, on any javascript event. - Render result of python function dynamically - Create HTML User Interfaces, using standard HTML. The SDK is powered by: - Google Chrome apps - Python anywhere - Cherrypy Web Framework Though it is a desktop application sdk, it is purely web hosted locally. This makes it extremely easy to deploy these applications to web.
