

# Cell
import pandas as pd
import numpy as np
import pickle
import xgboost as xgb

import community_learning.base_model as base_model
from .example import get_two_region_data

from fastscript import call_parse
from itertools import compress
from tqdm.notebook import tqdm

# Cell
import pandas as pd
import numpy as np
import pickle
import xgboost as xgb

import community_learning.base_model as base_model
from .example import get_two_region_data

from fastscript import call_parse
from itertools import compress
from tqdm.notebook import tqdm

# Cell
import pandas as pd
import numpy as np
import pickle
import xgboost as xgb

import community_learning.base_model as base_model
from .example import get_two_region_data

from fastscript import call_parse
from itertools import compress
from tqdm.notebook import tqdm

# Cell
import pandas as pd
import numpy as np
import pickle
import xgboost as xgb

import community_learning.base_model as base_model


from fastscript import call_parse
from itertools import compress
from tqdm.notebook import tqdm

# Cell
import pandas as pd
import numpy as np
import pickle
import xgboost as xgb

import community_learning.base_model as base_model

from .example import get_prediction, evaluate_predictions
from fastscript import call_parse
from itertools import compress
from tqdm.notebook import tqdm

# Cell
import lightgbm as lgb
import numpy as np
import pandas as pd

from community_learning import base_model
from community_learning import features
from itertools import compress
from .example import get_prediction, evaluate_predictions, get_two_region_data