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IMC Prosperity 3

This repository contains the IMC Prosperity 3 code of my solo team named "camel_case".

Final position: 25th overall, 8th in Europe, 1st in the Netherlands.

I released several open-source tools during the competition, all based on my open-source tooling for Prosperity 2:

I've also written an optimizer, available in the jmerle/imc-prosperity-3-optimizer repository, which I planned to open-source but never actually got to a state where I was comfortable doing so. It's in a usable state, I used it for some rounds, but it's a bit rough around the edges, partially undocumented, and lacking some key optimizations.

Project structure

.
├── logs                Archive of submission and end-of-round logs
├── prosperity3
│   ├── algorithms      Algorithm code for algo rounds
│   │   ├── empty.py    An algorithm that does nothing
│   │   └── hybrid.py   The file I worked on during algo rounds
│   ├── analysis        Notebooks for algo rounds
│   ├── manual          Notebooks for manual rounds
│   └── submissions     Archive of code submitted to algo rounds
└── README.md           You are here

Round results

Profit / loss

Round Overall Manual Algo Round
1 (before rerun) 49,731 44,340 5,391 49,731
1 (after rerun) 105,941 44,340 61,601 105,941
2 (before hardcoding update) 219,072 33,087 80,043 113,130
2 (after hardcoding update) 219,072 33,087 80,043 113,130
3 (before manual update) 404,906 53,430 132,403 185,833
3 (after manual update) 404,906 53,430 132,403 185,833
4 591,357 51,801 134,650 186,451
5 981,993 36,998 353,637 390,636

Leaderboard positions

Round Overall Manual Algo Country (NL)
1 (before rerun) 1,508 272 1,759 57
1 (after rerun) 14 272 14 2
2 (before hardcoding update) 53 698 44 4
2 (after hardcoding update) 53 698 43 4
3 (before manual update) 168 574 180 5
3 (after manual update) 161 456 180 5
4 83 517 89 2
5 25 599 18 1

Links

Round Code Submission visualized Final visualized
1 (before rerun) Link Link Link
1 (after rerun) Same as above Same as above Link
2 (before hardcoding update) Link Link Link
2 (after hardcoding update) Same as above Same as above Same as above
3 (before manual update) Link Link Link
3 (after manual update) Same as above Same as above Same as above
4 Link Link Link
5 Link Link Link

Profit / loss by product

Round RAINFOREST_RESIN KELP SQUID_INK CROISSANTS JAMS DJEMBES PICNIC_BASKET1 PICNIC_BASKET2 VOLCANIC_ROCK VOLCANIC_ROCK_VOUCHER_9500 VOLCANIC_ROCK_VOUCHER_9750 VOLCANIC_ROCK_VOUCHER_10000 VOLCANIC_ROCK_VOUCHER_10250 VOLCANIC_ROCK_VOUCHER_10500 MAGNIFICENT_MACARONS
1 (before rerun) 18,312 4,952 -17,873 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
1 (after rerun) 38,970 4,363 18,268 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
2 (before hardcoding update) 37,000 5,181 894 -3,003 10,581 -4,045 39,940 -6,504 N/A N/A N/A N/A N/A N/A N/A
2 (after hardcoding update) Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above N/A N/A N/A N/A N/A N/A N/A
3 (before manual update) 36,939 4,667 -7,326 0 -34,429 0 13,912 -5,964 105,806 24,176 14,334 -11,632 -6,595 -1,485 N/A
3 (after manual update) Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above Same as above N/A
4 37,575 4,383 0 0 0 0 14,790 0 48,195 26,414 27,482 -18,349 -5,840 0 0
5 38,865 5,846 5,695 18,307 0 0 6,010 0 109,744 29,976 30,601 28,517 5,727 -2,677 77,028

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My IMC Prosperity 3 code (25th place)

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