Showing 14 open source projects for "data field mapper"

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  • 1
    pydantic

    pydantic

    Data parsing and validation using Python type hints

    Data validation and settings management using Python type hinting. Fast and extensible, pydantic plays nicely with your linters/IDE/brain. Define how data should be in pure, canonical Python 3.6+; validate it with pydantic. id is of type int; the annotation-only declaration tells pydantic that this field is required. Strings, bytes or floats will be coerced to ints if possible; otherwise an exception will be raised. name is inferred as a string from the provided default; because it has a default, it is not required. signup_ts is a datetime field which is not required (and takes the value None if it's not supplied). pydantic will process either a unix timestamp int (e.g. 1496498400) or a string representing the date & time. friends uses python's typing system, and requires a list of integers. ...
    Downloads: 1 This Week
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  • 2
    SASM

    SASM

    Simple crossplatform IDE for NASM, MASM, GAS and FASM languages

    ...In SASM you can easily develop and execute programs, written in NASM, MASM, GAS or FASM assembly languages. Enter code in form and simply run your program. In Windows SASM can execute programs in a separate window. Enter your input data in "Input" docking field. In "Output" field you can see the result of the execution of the program. Wherein all messages and compilation errors will be shown in the form on the bottom. You can save source or already compiled (exe) code of your program to file and load your programs from file.
    Downloads: 48 This Week
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  • 3
    TurboGears

    TurboGears

    Python web framework with full-stack layer

    TurboGears is a hybrid web framework able to act both as a Full Stack framework or as a Microframework. TurboGears helps you get going fast and gets out of your way when you want it! TurboGears can be used both as a full stack framework or as a microframework in single-file mode. TurboGears 2 is built on top of the experience of several next-generation web frameworks including TurboGears 1 (of course), Django, and Rails. All of these frameworks had limitations that frustrated us, and TG2 was...
    Downloads: 1 This Week
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  • 4
    peewee

    peewee

    A small, expressive orm, which supports postgresql, mysql and sqlite

    ...You can override the default name by specifying a table_name attribute in the inner “Meta” class (alongside the database attribute). To learn more about how Peewee generates table names, refer to the Table Names section. There are lots of field types suitable for storing various types of data. Peewee handles converting between pythonic values and those used by the database, so you can use Python types in your code without having to worry. The real strength of our database is in how it allows us to retrieve data through queries. Relational databases are excellent for making ad-hoc queries. ...
    Downloads: 5 This Week
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  • 5
    Python Outlier Detection

    Python Outlier Detection

    A Python toolbox for scalable outlier detection

    PyOD is a comprehensive and scalable Python toolkit for detecting outlying objects in multivariate data. This exciting yet challenging field is commonly referred as outlier detection or anomaly detection. PyOD includes more than 30 detection algorithms, from classical LOF (SIGMOD 2000) to the latest COPOD (ICDM 2020) and SUOD (MLSys 2021). Since 2017, PyOD [AZNL19] has been successfully used in numerous academic researches and commercial products [AZHC+21, AZNHL19].
    Downloads: 2 This Week
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  • 6
    Data science blogs

    Data science blogs

    A curated list of data science blogs

    Data Science Blogs is a curated repository that aggregates a wide range of high-quality blogs and resources related to data science, machine learning, and analytics into a single organized collection. It serves as a discovery platform for practitioners, researchers, and learners who want to stay updated with industry trends, techniques, and insights without manually searching for reliable sources.
    Downloads: 0 This Week
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  • 7
    Tofu

    Tofu

    Tofu is a Python tool for generating synthetic UK Biobank data

    ...Tofu will generate synthetic data which conforms to the structure of the baseline data UK Biobank sends researchers by generating random values. For categorical variables (single or multiple choices), a random value will be picked from the UK Biobank data dictionary for that field. For continuous variables, a random value will be generated based on the distribution of values reported for that field on the UK Biobank showcase.
    Downloads: 0 This Week
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  • 8
    jsonfield

    jsonfield

    A reusable Django model field for storing ad-hoc JSON data

    jsonfield is a reusable model field that allows you to store validated JSON, automatically handling serialization to and from the database. To use, add jsonfield.JSONField to one of your models. Note: django.contrib.postgres now supports PostgreSQL's jsonb type, which includes extended querying capabilities. If you're an end user of PostgreSQL and want full-featured JSON support, then it is recommended that you use the built-in JSONField. However, jsonfield is still useful when your app...
    Downloads: 0 This Week
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  • 9
    CTS Surveyor

    CTS Surveyor

    Foot traffic and facial analytics for your business and home

    Surveyor is a software solution that monitors its environment via camera and gathers demographic information about the public in the surrounding area, providing important statistics such as number of people passing by as well as providing facial analytics to classify the pedestrians based on their age and gender. The statistical data is stored in a local database and is made available via RESTful API’s, and easy integration with other applications can be accomplished via a WebSocket interface that provides live notifications about people in the camera’s field of view At the moment, the solutions is available for Windows only, with Linux version coming soon – please see our User Guide at http://caerustech-solutions.com/demo/User_Guide.pdf Sample Python client: https://github.com/CaerustechSolutions/cts-surveyor-pyclient Contact Us: http://caerustech-solutions.com/contact-us/
    Downloads: 0 This Week
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  • 10
    Skater

    Skater

    Python library for model interpretation/explanations

    Skater is a unified framework to enable Model Interpretation for all forms of the model to help one build an Interpretable machine learning system often needed for real-world use-cases(** we are actively working towards to enabling faithful interpretability for all forms models). It is an open-source python library designed to demystify the learned structures of a black box model both globally(inference on the basis of a complete data set) and locally(inference about an individual prediction). The concept of model interpretability in the field of machine learning is still new, largely subjective, and, at times, controversial. Model interpretation is the ability to explain and validate the decisions of a predictive model to enable fairness, accountability, and transparency in algorithmic decision-making. ...
    Downloads: 0 This Week
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  • 11

    Admin UI for a Field Observation Server

    Vbox machine for server_admin

    Administrative User Interface for a Field Observation Server: It's a administrative web app built with Django for storing citizen science data and has support for uploading the collected data to an RESTful archive server. It has features including (1) registration of contributors; (2) a new GUI to allow scientists with minimal computer knowledge to add, sort, and delete observations; (3) support for uploading a photo to a specific observation; (4) support for displaying GPS information in a map field; (5) support for validating the correctness of the format of the observation data; (6) support for uploading a selected subset of observation data via Internet to a private server for preservation. ...
    Downloads: 0 This Week
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  • 12
    ElastAlert

    ElastAlert

    Easy and flexible alerting with ElasticSearch

    ...Alerts link to Kibana dashboards. Aggregate counts for arbitrary fields. Combine alerts into periodic reports. Separate alerts by using a unique key field. Intercept and enhance match data. Additional rule types and alerts can be easily imported or written.
    Downloads: 0 This Week
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  • 13
    Reves is tool for relational database reverse engineering. It maps the schema of existing databases into XML files.
    Downloads: 0 This Week
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  • 14
    An extension of DNN that will allow object relational mapping of DNN objects. This is important for anyone interfacing with DNN in a object relational manor. Also for people using a Web Service Data Access layer.
    Downloads: 0 This Week
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