tf-madgrad VS python-mip

Compare tf-madgrad vs python-mip and see what are their differences.

tf-madgrad

A tf.keras implementation of Facebook AI's MadGrad optimization algorithm (by DarshanDeshpande)
optimization-algorithms Tensorflow facebookai
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python-mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs (by coin-or)
integer-programming mip linear-programming Optimization Modeling optimization-tools optimization-algorithms optimization-framework
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tf-madgrad python-mip
1 1
20 504
- 1.4%
0.0 7.1
almost 2 years ago about 2 months ago
Python Python
MIT License Eclipse Public License 2.0
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tf-madgrad

Posts with mentions or reviews of tf-madgrad. We have used some of these posts to build our list of alternatives and similar projects.

python-mip

Posts with mentions or reviews of python-mip. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-20.
  • Ask HN: Do you use an optimization solver? Which one? Why? Do you like it?
    12 projects | news.ycombinator.com | 20 Apr 2022
    I've been using CBC via python-mip (https://github.com/coin-or/python-mip). It's great because it's got a super clean interface (milp variables/expressions/constraints), the code is quite accessible, and it's low overhead which makes it good for solving many very small problems.

    Community sentiment seems to be beginning to shift toward favouring the HiGHS solver (https://github.com/ERGO-Code/HiGHS) over CBC. Something I'm keeping a close eye on.

    nextmv seems to pitch itself as a generic solving ("decision automation") platform or something (unclear). But it seems that the only fleshed out product offering is for vehicle routing, based on the docs. Are there plans to offer, for instance, a solver binary that can be used to solve generic problems?

    Also all the github repos under https://github.com/nextmv-io are private, so links from docs are 404.

What are some alternatives?

When comparing tf-madgrad and python-mip you can also consider the following projects:

or-tools - Google's Operations Research tools:

SciPy - SciPy library main repository

HiGHS - Linear optimization software

EA-FC-24-Automated-SBC-Solving - EA FC 24 Automated SBC Solving using Integer Programming ⚽

minizinc-python - Access to all MiniZinc functionality directly from Python

exact

osqp - The Operator Splitting QP Solver

optaplanner-quickstarts - Mirror of https://github.com/apache/incubator-kie-optaplanner-quickstarts

golomb-solver - Create Golomb rulers with constraint programming

sdk.py - Python optimization SDK

clpz - Constraint Logic Programming over Integers

emhass - emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.

python-mip vs or-tools python-mip vs SciPy python-mip vs HiGHS python-mip vs EA-FC-24-Automated-SBC-Solving python-mip vs minizinc-python python-mip vs exact python-mip vs osqp python-mip vs optaplanner-quickstarts python-mip vs golomb-solver python-mip vs sdk.py python-mip vs clpz python-mip vs emhass