Ml4co-kit

Latest version: v0.3.1

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0.0.1

We include
* The skeleton of framework organization for ML4CO projects
* Implemented base classes that facilitate method development
* Mainstream traditional solver baselines and reference solution acquisition
* Data generation of various distributions
* Problem and solution visualization
* Evaluators for different problems
Current Support
| Problem | Data | solver | Supervision | evaluator | visualization |
| :-----: | :--------------------------------: | :-----------: | :-------------------: | :-------: | :---------------------: |
| TSP | Uniform, Gaussian, Cluster, TSPLIB | LKH, Concorde | Solution, Edge Regret | ✔ | Problem Graph, Solution |
| MIS | SATLIB, ER, BA, HK, WS | KaMIS, Gurobi | Solution | ✔ | Problem Graph, Solution |

0.0.1a1

We include
* The skeleton of framework organization for ML4CO projects
* Implemented base classes that facilitate method development
* Mainstream traditional solver baselines and reference solution acquisition
* Data generation of various distributions
* Problem and solution visualization
* Evaluators for different problems
Current Support
| Problem | Data | solver | Supervision | evaluator | visualization |
| :-----: | :--------------------------------: | :-----------: | :-------------------: | :-------: | :---------------------: |
| TSP | Uniform, Gaussian, Cluster, TSPLIB | LKH, Concorde | Solution, Edge Regret | ✔ | Problem Graph, Solution |
| MIS | SATLIB, ER, BA, HK, WS | KaMIS, Gurobi | Solution | ✔ | Problem Graph, Solution |

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