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projectmesa / mesa

Star 1.7k
Find more good first issues

salesforce / ai-economist

Star 859

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

ai ml deep-reinforcement-learning economics multi-agent simulation-framework python-3 multi-agent-reinforcement-learning reinforcement-learning-environments
  • Updated Jun 22, 2022
  • Python

JuliaDynamics / Agents.jl

Star 444
Open

New function `randomwalk!` to replace `walk!(agent, rand, model)`.

Datseris
Datseris commented Jul 3, 2022

I think our walk!(agent, rand, model) is an unintuitive function, with also less power than possible. When I think of a random walk, I would think that I provide a radius to a function, and the agent takes a step with distance as much as the radius, but random direction.

Our function doesn't allow for this. So, I propose that we implement a randomwalk! function with specification:

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enhancement good first issue continuous rng

cloudsimplus / cloudsimplus

Star 282

State-of-the-art Framework 🏗 for Cloud Computing ⛅️ Simulation: a modern, full-featured, easier-to-use, highly extensible 🧩, faster 🚀 and more accurate ☕️ Java 17+ tool for cloud computing research 🎓. Examples: https://github.com/cloudsimplus/cloudsimplus-examples

java research simulation iaas paas saas trace simulation-framework cloud-computing cloud-simulation cloud-infrastructure test-bed auto-scaling cloudsimplus cloudsim workload load-balancing cloudsim-simulator google-cluster-data java-17
  • Updated Jul 7, 2022
  • Java

flaport / fdtd

Star 202
Open

Tests

flaport
flaport commented Oct 14, 2019

The library needs tests to prevent bugs. This library uses pytest as test suite, which is by far the most user friendly test-suite for Python. This is great, because this means anyone can add tests; it's super easy! Moreover, it makes you acquainted with the code, which is why it's labeled a good first issue.

When adding tests, keep the following in mind:

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good first issue

bvieth / powsimR

Star 94

Power analysis is essential to optimize the design of RNA-seq experiments and to assess and compare the power to detect differentially expressed genes. PowsimR is a flexible tool to simulate and evaluate differential expression from bulk and especially single-cell RNA-seq data making it suitable for a priori and posterior power analyses.

rna-seq r simulation gene-expression power simulation-framework single-cell experimental-design power-analysis
  • Updated Jul 15, 2021
  • R

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