MichaelWS
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MichaelWS
/ player data elo
Created
July 25, 2022 00:11
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| ids = dfs["id"].unique() | |
| # all players: | |
| elo_frame = {} | |
| true_skill_frame = {} | |
| dates = [] | |
| count = 0 | |
| dates_to_ids = {} | |
| dates = dfs["date"].unique() | |
| elo_df = dfs[dfs[["id", "date"]].is_unique()][["date", "id"]] | |
| elo_df = elo_df.with_columns([pl.lit(1200.0).alias("elo"), |
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| ┌──────────────────┬──────────┬──────────┐ | |
| │ column ┆ column_0 ┆ column_1 │ | |
| │ --- ┆ --- ┆ --- │ | |
| │ str ┆ str ┆ str │ | |
| ╞══════════════════╪══════════╪══════════╡ | |
| │ elo ┆ 1200.0 ┆ 1200.0 │ | |
| ├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┤ | |
| │ true_skill_mu ┆ 100.0 ┆ 100.0 │ | |
| ├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┤ | |
| │ true_skill_sigma ┆ 50.0 ┆ 50.0 │ |
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