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@ImScientist
ImScientist / trees_ts.py
Last active August 29, 2022 14:12
Local level model for M trajectories of 2 elements each
import logging
from tabulate import tabulate
from typing import List, Dict, Tuple, Any
import numpy as np
import pandas as pd
import scipy.stats as sc
import tensorflow as tf
import tensorflow_probability as tfp
import matplotlib.pyplot as plt
@ImScientist
ImScientist / variational_inference.py
Last active November 1, 2021 11:58
Variational inference example
import logging
import pandas as pd
import numpy as np
import scipy.stats as sc
import tensorflow as tf
import tensorflow_probability as tfp
import matplotlib.pyplot as plt
from tabulate import tabulate
@ImScientist
ImScientist / metrics_federated_learning_p1.py
Last active April 21, 2020 06:59
metrics_federated_learning_p1.py
import numpy as np
from sklearn.metrics import roc_auc_score
import seaborn as sns
import matplotlib.pyplot as plt
sns.set(color_codes=True)
def split_members_into_n_groups(
members,
@ImScientist
ImScientist / create_superset_users.py
Created July 17, 2019 15:28 — forked from pajachiet/create_superset_users.py
Scripting on Superset backend to fix bugs or automate tasks
#!/usr/bin/env python
# coding: utf8
# Script to create superset users
import pandas as pd
from sqlalchemy import create_engine
import datetime
import pexpect
import os