Update: 2024.12.19

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• pandapower (🥇33 · ⭐ 900 · 📈) - Convenient Power System Modelling and Analysis. BSD-3
• Power Grid Model (🥇29 · ⭐ 150 · 📈) - Steady-state distribution power system analysis. MPL-2.0
• dGen (🥇15 · ⭐ 60 · 📈) - The Distributed Generation Market Demand (dGen) model. BSD-3
• dsgrid (🥇15 · ⭐ 26 · 📈) - Demand-side grid projects, datasets and queries. BSD-3
• STEPS (🥉14 · ⭐ 47 · 📈) - Balanced large-scale AC-DC hybrid power system analysis. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• OSQP (🥈30 · ⭐ 1.7K · 📉) - Operator Splitting QP Solver. Apache-2
• GridCal (🥇26 · ⭐ 430 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0
• PyPowSyBl (🥈22 · ⭐ 59 · 📉) - A PowSyBl and Python integration. MPL-2.0
• LTB AMS (🥉16 · ⭐ 8 · 📉) - Scheduling Modeling and Simulation; CURENT LTB. ❗️GPL-3.0
• PowerSimulationsDynamics.jl (🥈15 · ⭐ 180 · 📉) - Dynamic Power System simulations; NREL Sienna. BSD-3

Update: 2024.12.12

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• HiGHS (🥈34 · ⭐ 1K · 📈) - Large-scale Sparse Linear Problem Optimizer. MIT
• OSQP (🥈31 · ⭐ 1.7K · 📈) - Operator Splitting QP Solver. Apache-2
• GridCal (🥇27 · ⭐ 430 · 📈) - Cross-platform power systems software. ❗️LGPL-3.0
• PyPowSyBl (🥈23 · ⭐ 59 · 📈) - A PowSyBl and Python integration. MPL-2.0
• LightSim2Grid (🥈21 · ⭐ 52 · 📈) - A fast backend for the Grid2Op. MPL-2.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Xopt (🥇35 · ⭐ 11K · 📉) - Flexible high-level optimization in Python. MPL-2.0
• Tulip (🥈33 · ⭐ 11K · 📉) - Interior-point solver in pure Julia. MPL-2.0
• GridPACK (🥉12 · ⭐ 47 · 📉) - High-Performance Electric Grid Simulation. ❗️Custom
• MOST (🥉11 · ⭐ 31 · 📉) - MATPOWER Optimal Scheduling Tool. BSD-3

➕ Added Projects

Projects that were recently added to this best-of list.

• MadNLP (🥉16 · ⭐ 170 · ➕) - A solver for nonlinear programming with GPU support. MIT
• ExaModels (🥉13 · ⭐ 56 · ➕) - An algebraic modeling and automatic differentiation tool.. MIT

Update: 2024.12.05

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• dGen (🥇13 · ⭐ 60 · 📈) - The Distributed Generation Market Demand (dGen) model. BSD-3

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• ECOS (🥉22 · ⭐ 480 · 💤) - Conic solver for second-order cone programming. ❗️GPL-3.0
• GridCal (🥈22 · ⭐ 420 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0
• PyPowSyBl (🥈19 · ⭐ 59 · 📉) - A PowSyBl and Python integration. MPL-2.0
• LightSim2Grid (🥉17 · ⭐ 51 · 📉) - A fast backend for the Grid2Op. MPL-2.0
• RSOME (🥉15 · ⭐ 290 · 📉) - Robust Stochastic Optimization Made Easy. ❗️GPL-3.0

Update: 2024.11.28

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• HiGHS (🥈34 · ⭐ 990 · 📈) - Large-scale Sparse Linear Problem Optimizer. MIT
• PyPowSyBl (🥈23 · ⭐ 59 · 📈) - A PowSyBl and Python integration. MPL-2.0
• PyOptInterface (🥉20 · ⭐ 210 · 📈) - Efficient modeling interface for optimization in.. MPL-2.0
• CIMpy (🥈16 · ⭐ 54 · 📈) - CIM files to the XML/RDF format. MPL-2.0
• PowerSystemsInvestments.jl (🥉6 · ⭐ 13 · 📈) - Power Systems investment models; NREL Sienna. BSD-3

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• OSQP (🥈30 · ⭐ 1.7K · 📉) - Operator Splitting QP Solver. Apache-2
• Clarabel.rs (🥉24 · ⭐ 340 · 📉) - Interior-point solver for convex conic optimisation.. Apache-2
• MATPOWER (🥈21 · ⭐ 430 · 📉) - Steady state power flow simulation. BSD-3
• PowerGenome (🥉18 · ⭐ 200 · 📉) - Create inputs for power systems models. MIT
• GenX (🥉16 · ⭐ 280 · 📉) - Configurable capacity expansion model. ❗️GPL-2.0

➕ Added Projects

Projects that were recently added to this best-of list.

• OR-Tools (🥇39 · ⭐ 11K · ➕) - Google Optimization Tools. Apache-2
• Xopt (🥇37 · ⭐ 11K · ➕) - Flexible high-level optimization in Python. MPL-2.0
• Tulip (🥈35 · ⭐ 11K · ➕) - Interior-point solver in pure Julia. MPL-2.0 <img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/...

Update: 2024.06.06

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Clarabel.rs (🥉26 · ⭐ 270 · 📈) - Interior-point solver for convex conic optimisation.. Apache-2
• pandapipes (🥇24 · ⭐ 120 · 📈) - Pipeflow Calculation Tool. BSD-3
• RSOME (🥉18 · ⭐ 260 · 📈) - Robust Stochastic Optimization Made Easy. ❗️GPL-3.0
• PyOptInterface (🥉16 · ⭐ 130 · 📈) - Efficient modeling interface for optimization in.. MPL-2.0
• GridPACK (🥉13 · ⭐ 39 · 📈) - High-Performance Electric Grid Simulation. ❗️Custom

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• PySCIPOpt (🥇30 · ⭐ 760 · 📉) - Python interface for SCIP. MIT
• HiGHS (🥈29 · ⭐ 830 · 📉) - Large-scale Sparse Linear Problem Optimizer. MIT
• precice (🥉25 · ⭐ 690 · 📉) - Precise Code Interaction Coupling Environment. ❗️LGPL-3.0
• GridCal (🥇25 · ⭐ 390 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0
• OpenDSSDirect.py (🥇20 · ⭐ 82 · 📉) - A direct library interface to OpenDSS. MIT

Update: 2024.05.30

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• GridCal (🥇26 · ⭐ 390 · 📈) - Cross-platform power systems software. ❗️LGPL-3.0
• Grid2Op (🥇26 · ⭐ 260 · 📈) - Modeling sequential decision making in power systems. MPL-2.0
• Power Grid Model (🥇26 · ⭐ 130 · 📈) - Steady-state distribution power system analysis. MPL-2.0
• PIQP (🥉18 · ⭐ 58 · 📈) - Proximal Interior Point Quadratic Programming solver. BSD-2
• matpower-pip (🥉15 · ⭐ 17 · 📈) - Easy Python Access to MATPOWER. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• GridPath (🥉18 · ⭐ 89 · 📉) - Power system planning and operations. Apache-2
• PyDSS (🥈16 · ⭐ 32 · 📉) - A Python wrapper for OpenDSS. BSD-3
• PowerSystemsInvestmentsPortfolios.jl (🥉4 · ⭐ 9 · 🐣) - Data models for Power Systems investment models; NREL.. BSD-3
• PowerSystemsInvestments.jl (🥉3 · ⭐ 9 · 🐣) - Power Systems investment models; NREL Sienna. BSD-3

Update: 2024.05.23

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SCS (🥈27 · ⭐ 520 · 📈) - Splitting Conic Solver. MIT
• JuMP (🥈26 · ⭐ 2.1K · 📈) - Julia-based Optimization Modeling Language. MPL-2.0
• Clarabel.rs (🥉25 · ⭐ 260 · 📈) - Interior-point solver for convex conic optimisation.. Apache-2
• MATPOWER (🥇24 · ⭐ 390 · 📈) - Steady state power flow simulation. BSD-3
• PowerNetworkMatrices.jl (🥉13 · ⭐ 18 · 📈) - Power systems matrices; NREL Sienna. BSD-3

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Pyomo (🥈36 · ⭐ 1.9K · 📉) - Python-based Optimization Modeling Language. BSD-3
• OpenModelica (🥇27 · ⭐ 750 · 📉) - Modelica-based environment for modeling and simulation. ❗️Custom
• GridCal (🥇24 · ⭐ 390 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0
• pandapipes (🥇23 · ⭐ 120 · 📉) - Pipeflow Calculation Tool. BSD-3
• PIQP (🥉17 · ⭐ 58 · 📉) - Proximal Interior Point Quadratic Programming solver. BSD-2

Update: 2024.05.16

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SCS (🥈26 · ⭐ 520 · 📈) - Splitting Conic Solver. MIT
• ECOS (🥈26 · ⭐ 450 · 💤) - Conic solver for second-order cone programming. ❗️GPL-3.0
• GridStatus (🥇23 · ⭐ 250 · 📈) - Extract data from ISOs and other sources. BSD-3
• LightSim2Grid (🥈22 · ⭐ 45 · 📈) - A fast backend for the Grid2Op. MPL-2.0
• MOST (🥉14 · ⭐ 31 · 📈) - MATPOWER Optimal Scheduling Tool. BSD-3

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• HiGHS (🥇31 · ⭐ 810 · 📉) - Large-scale Sparse Linear Problem Optimizer. MIT
• JuMP (🥉25 · ⭐ 2.1K · 📉) - Julia-based Optimization Modeling Language. MPL-2.0
• Atlite (🥉22 · ⭐ 240 · 📉) - Calculating Renewable Power Potentials. BSD-2
• OpenDSSDirect.py (🥇21 · ⭐ 81 · 📉) - A direct library interface to OpenDSS. MIT
• PowerNetworkMatrices.jl (🥉11 · ⭐ 18 · 📉) - Power systems matrices; NREL Sienna. BSD-3

Update: 2024.05.09

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Pyomo (🥈37 · ⭐ 1.9K · 📈) - Python-based Optimization Modeling Language. BSD-3
• PySCIPOpt (🥈31 · ⭐ 750 · 📈) - Python interface for SCIP. MIT
• Atlite (🥇23 · ⭐ 240 · 📈) - Calculating Renewable Power Potentials. BSD-2
• PowerGenome (🥈20 · ⭐ 190 · 📈) - Create inputs for power systems models. MIT
• KVXOPT (🥉14 · ⭐ 10 · 📈) - CVXOPT with more wrappers suite-sparse. ❗️GPL-3.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• SCS (🥈25 · ⭐ 520 · 📉) - Splitting Conic Solver. MIT
• GridCal (🥇25 · ⭐ 390 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0
• Grid2Op (🥇25 · ⭐ 260 · 📉) - Modeling sequential decision making in power systems. MPL-2.0
• LightSim2Grid (🥈21 · ⭐ 44 · 📉) - A fast backend for the Grid2Op. MPL-2.0
• PIQP (🥉17 · ⭐ 58 · 📉) - Proximal Interior Point Quadratic Programming solver. BSD-2

Update: 2024.05.02

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• CVXPY (🥇38 · ⭐ 5.1K · 📈) - Convex optimization modeling language. Apache-2
• PyPSA (🥇32 · ⭐ 1.1K · 📈) - Python for Power System Analysis. MIT
• Ipopt (🥈27 · ⭐ 1.3K · 📈) - COIN-OR Interior Point Optimizer. EPL-2.0
• CVXOPT (🥈26 · ⭐ 960 · 📈) - Python Software for Convex Optimization. ❗️GPL-3.0
• PIQP (🥉18 · ⭐ 58 · 📈) - Proximal Interior Point Quadratic Programming solver. BSD-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• SCS (🥈26 · ⭐ 520 · 📉) - Splitting Conic Solver. MIT
• ECOS (🥉25 · ⭐ 450 · 💤) - Conic solver for second-order cone programming. ❗️GPL-3.0
• GridStatus (🥉21 · ⭐ 250 · 📉) - Extract data from ISOs and other sources. BSD-3
• EGRET (🥉14 · ⭐ 120 · 📉) - Tools for Power Systems Optimization Modeling. ❗️BSD
• PowerGraphics.jl (🥉14 · ⭐ 28 · 📉) - Visualization for PowerSimulations; NREL Sienna. BSD-3