static-frame
vimtk
static-frame | vimtk | |
---|---|---|
8 | 4 | |
407 | 9 | |
1.7% | - | |
9.9 | 5.4 | |
6 days ago | 12 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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static-frame
- Static-frame: Immutable/statically-typed DataFrames with runtime type validation
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Type-Hinting DataFrames for Static Analysis and Runtime Validation
This is inadequate, as it ignores the types contained within the container. A DataFrame might have string column labels and three columns of integer, string, and floating-point values; these characteristics define the type. A function argument with such type hints provides developers, static analyzers, and runtime checkers with all the information needed to understand the expectations of the interface. StaticFrame 2 now permits this:
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Memoizing DataFrame Functions: Using Hashable DataFrames and Message Digests to Optimize Repeated Calculations
StaticFrame is an alternative DataFrame library that offers efficient solutions to this problem, both for in-memory and disk-based memoization.
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The Performance Advantage of No-Copy DataFrame Operations
A NumPy array is a Python object that stores data in a contiguous C-array buffer. The excellent performance of these arrays comes not only from this compact representation, but also from the ability of arrays to share "views" of that buffer among many arrays. NumPy makes frequent use of "no-copy" array operations, producing derived arrays without copying underling data buffers. By taking full advantage of NumPy's efficiency, the StaticFrame DataFrame library offers orders-of-magnitude better performance than Pandas for many common operations.
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Which not so well known Python packages do you like to use on a regular basis and why?
static-frame. An immutable alternative to pandas.
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One Fill Value Is Not Enough: Preserving Columnar Types When Reindexing DataFrames
StaticFrame is an immutable DataFrame library that offers solutions to such problems. In StaticFrame, alternative fill value representations can be used to preserve columnar types in reindexing, shifting, and many other operations that require fill_value arguments. For operations on heterogeneously typed columnar data, one fill value is simply not enough.
- static-frame: Immutable and grow-only Pandas-like DataFrames with a more explicit and consistent interface.
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Bug Sur 11.4 stuttering issues on RX 6800
For me, one example of high cpu usage is when i visit links like this one (https://github.com/InvestmentSystems/static-frame/blob/master/static_frame/performance/core.py) on GitHub. Safari is extremely laggy when i do nothing more than just scrolling around. Do you have sth like this?
vimtk
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quickopen - A useful snippet for your vimrc
quickopen is also available as a functionvimtk#quickopen from my vimtk plugin.
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Which not so well known Python packages do you like to use on a regular basis and why?
The pyperclip library is responsible for a good portion of my productivity. It powers my vimtk vim plugin, which lets you `a` on a line or visual selection, then it copy / pastes that line into the most recently opened terminal, and then returns focus back to gvim (it does require gvim, because I don't know how to differentiate between a terminal where you are executing bash/python and a terminal you are using vim to edit with; if anyone has ideas on how to do this I'd love to know).
- Vim 9 script, or viml, or lua for newbs?
- two types of programmers: terminal users and noobs -Confucius
What are some alternatives?
pandas-ta - Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
bambi - BAyesian Model-Building Interface (Bambi) in Python.
pandastable - Table analysis in Tkinter using pandas DataFrames.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
python-lenses - A python lens library for manipulating deeply nested immutable structures
openapi-generator - OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)
bidict - The bidirectional mapping library for Python.
udemy-dl - A cross-platform python based utility to download courses from udemy for personal offline use.
NvChad - Blazing fast Neovim config providing solid defaults and a beautiful UI, enhancing your neovim experience.
rubygems - Library packaging and distribution for Ruby.
asciimatics - A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations