Toolz
A functional standard library for Python. (by pytoolz)
effect
A fully-fledged functional effect system for TypeScript with a rich standard library (by Effect-TS)
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| Toolz | effect | |
|---|---|---|
| 23 | 25 | |
| 4,508 | 4,370 | |
| 0.8% | 20.3% | |
| 4.2 | 9.9 | |
| 28 days ago | 4 days ago | |
| Python | TypeScript | |
| GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Toolz
Posts with mentions or reviews of Toolz.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-18.
- Ask HN: How can I get better at writing production-level Python?
-
[DISCUSSION] What's your favorite Python library, and how has it helped you in your projects?
My favourite lib would probably be toolz, it's just so elegant and fun to use. But it's more functional approach is not always the best fit for the time, so in practice I mostly use it in research, prototyping, console and notebooks.
- REBL
-
What are the best ways to learn Python and Pyspark for ML engineering?
I am not new to Python but only used it to write scripts. Should I start a Python book and then a PySpark book or go directly to PySpark? When reading the legacy code, I found there are usages like GitHub - pytoolz/toolz: A functional standard library for Python. I never heard of.
- Toolz: A Functional Standard Library For Python
- Functional python for data process
-
Top python libraries/ frameworks that you suggest every one
toolz is wildly useful https://github.com/pytoolz/toolz
-
Show HN: Koda, a Typesafe Functional Toolkit for Python
Maybe the toolz[0] family would cover your use cases? There is also a Cython implementation if you need better performance.
[0] https://github.com/pytoolz/toolz/
- What're the cleanest, most beautifully written projects in Github that are worth studying the code?
-
Functional programming beyond itertools
You'll probably enjoy toolz.
effect
Posts with mentions or reviews of effect.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-30.
-
Exploring Effect, a meta-state RxJS-like framework
Effect is a functional library for building and composing asynchronous, concurrent, and reactive programs in TypeScript. It focuses on providing a robust and type-safe way to manage side effects in your programs.
-
A better way to handle errors in JavaScript
Just use a library that already contains this and more functional programming idioms, like fp-ts or its successor, Effect [0]. It is a little more complex to learn but much more robust that simply implementing your own Result and other types.
[0] https://www.effect.website/
- opinions about Effect-TS, do you recommend using it? when to use it? When to avoid it? not worth it?
-
Building React Components Using Unions in TypeScript
effect-ts
- Effect - A set of libraries to write better TypeScript
- Effect – A set of libraries to write better TypeScript
- Effect-ts: a library for writing ZIO-like effect-based applications
- Effect, a functional effect system for TypeScript with a rich standard library
- Effect: A functional effect system for TypeScript with a rich standard library
- Alternatives to scala FP
What are some alternatives?
When comparing Toolz and effect you can also consider the following projects:
funcy - A fancy and practical functional tools
fp-ts - Functional programming in TypeScript
fn.py - Functional programming in Python: implementation of missing features to enjoy FP
tyrian - Elm-inspired Scala UI library.
CyToolz - Cython implementation of Toolz: High performance functional utilities
pratica - 🥃 Functional Algebraic Data Types
Pyrsistent - Persistent/Immutable/Functional data structures for Python
contentlayer - Contentlayer turns your content into data - making it super easy to import MD(X) and CMS content in your app
Coconut - Simple, elegant, Pythonic functional programming.
eslint-plugin-functional - ESLint rules to disable mutation and promote fp in JavaScript and TypeScript.
returns - Make your functions return something meaningful, typed, and safe!
Index - ⚡ Pattern Matching in Typescript