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Pulp Alternatives
Similar projects and alternatives to pulp
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pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
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pulp_ansible
A Pulp plugin that manages Ansible content, i.e. roles, collections
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zebra4j
zebra4j is a generator and solver library for Zebra puzzles, also knows as "logic grid puzzles".
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Zeratool
Automatic Exploit Generation (AEG) and remote flag capture for exploitable CTF problems
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AutoNodestone
Python program for MapleStory that help palyer find ideal combination of Nodestones.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better pulp alternative or higher similarity.
pulp reviews and mentions
Posts with mentions or reviews of pulp.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-19.
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[2022 Day #19] I think I'll just lol-nope out of it
Now I have used Pulp library, which I guess does the heavy lifting.
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Operations research packages
Pyomo, it even has its own book. Additionally, CVXOPT focuses on convex optimization, PuLP on linear programming (it has lots of interfaces for other solvers).
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Successful Compiling COIN-OR CBC solver with Python Pulp ARM64
After installing https://github.com/coin-or/pulp via pip I failed to use the built-in cbc solver. Pulp comes with prebuilt binaries for Linux x32 & x64 but not for ARM, so it threw error while solving problem.
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flopt: powerful optimization modeling tool
There are some optimization modeling tools, Pulp andScipy are known for linear programming (LP) modeling, CVXOPT and Pyomo for quadratic programming (QP).
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Integer vs. Linear Programming in Python
For modelling libraries in general-purpose languages, Gurobi's python bindings have the best reputation. But of course Gurobi is very expensive (I have heard about $50k for a fully unrestricted license, plus $10k yearly for support). On the open-source side, besides Google's OR-Tools, there is Pyomo [1] and PuLP [2] in Python (as the article mentions). In Julia, there is JuMP [3], whose development community is extremely enthusiastic.
Traditionally, however, mathematical models were encoded in domain-specific languages. The most prominent one is AMPL [4] which is proprietary. The glpk [5] people have developed a very neat open source clone of AMPL: the GNU MathProg language. For a more modern take on AMPL-type modelling DSLs, look at ZIMPL [6], which is open source as well.
[2] https://coin-or.github.io/pulp/
[3] https://jump.dev/JuMP.jl/stable/
[4] https://ampl.com
- Python open-source solvers
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A note from our sponsor - Onboard AI
getonboard.dev | 1 Dec 2023
Stats
Basic pulp repo stats
17
1,811
6.4
10 days ago
coin-or/pulp is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of pulp is Python.
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