Posts
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Skater
Python Library for Model Interpretation/Explanations
Skater is a unified framework to enable Model Interpretation for all forms of 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 project was started as a research idea to find ways to enable better interpretability(preferably human interpretability) to predictive “black boxes” both for researchers and practioners. The project is still in beta phase.
Tags: #python • ml • predictive-modeling
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deprecations
Thin library around different deprecation strategies
A small (side-effect free by default) layer on top of
trigger_error(E_USER_DEPRECATED)or PSR-3 logging.- no side-effects by default, making it a perfect fit for libraries that don’t know how the error handler works they operate under
- options to avoid having to rely on error handlers global state by using PSR-3 logging
- deduplicate deprecation messages to avoid excessive triggering and reduce overhead
We recommend to collect Deprecations using a PSR logger instead of relying on the global error handler.
Tags: #php
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pan_pp.pytorch
Official implementations of PSENet, PAN and PAN++.
- (2021/11/03) Paddle implementation of PAN, see Paddle-PANet. Thanks @simplify23.
- (2021/04/08) PSENet and PAN are included in MMOCR.
Tags: #python • text-recognition • psenet
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Slogger
Social logging script for Day One
If you are upgrading from a version prior to 2.0.12, please remove the RSSLogger section from
slogger_configand regenerate it by running slogger again. A new section will be added in addition to RSSLogger called Bloglogger. RSSLogger now logs all entries for the timespan as a single digest entry, whereas Bloglogger loads each item found as an individual “post.”Tags: #ruby
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pinkfish
A backtester and spreadsheet library for security analysis.
For basic installation (not including ta-lib):
pip install wheel
pip install pinkfish–OR–
For developer installation with ta-lib, follow the instructions located at:
https://fja05680.github.io/pinkfish/Tags: #python
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postgres-meta
A RESTful API for managing your Postgres. Fetch tables, add roles, and run queries
A RESTful API for managing your Postgres. Fetch tables, add roles, and run queries (and more).
Tags: #typescript • postgres • postgresql
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arcgis-python-api
Documentation and samples for ArcGIS API for Python
ArcGIS API for Python is a Python library for working with maps and geospatial data, powered by web GIS. It provides simple and efficient tools for deep learning, sophisticated vector and raster analysis, geocoding, map making, routing and directions, as well as for organizing and managing a GIS with users, groups and information items. In addition to working with your own data, the library enables access to ready to use maps and curated geographic data from Esri and other authoritative sources. It also integrates well with the scientific Python ecosystem and includes rich support for Pandas, Scikit-Learn, Fast.ai, etc. and Jupyter notebook.
To learn more about the API, visit the product page here. You can get in touch with the developers of the API and other users like you at the community page here.
Tags: #python • arcgis • gis
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csaps
Cubic spline approximation (smoothing)
Use pip for installing:
pip install -U csapsThe module depends only on NumPy and SciPy. Python 3.6 or above is supported.
Tags: #python • splines • smoothing
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express-http-proxy
Proxy middleware for express/connect
Express middleware to proxy request to another host and pass response back to original caller.
Tags: #javascript
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mediacenterjs
A HTML/CSS/Javascript (NodeJS) based Media center
Tags: #javascript • media-center • nodejs
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