Jay Trivedi jay-trivedi
jay-trivedi
/ gist:5e51b5ce3aa9886f88af190d4afc3768
Last active
June 12, 2017 11:07
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| depth = 10 | |
| seed_range = range(0, 3000,288) | |
| acc_vs_seed_result_rf = {"seed": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| for seed in seed_range: |
jay-trivedi
/ gist:4dd22ca2391da3255b2a720e67fda531
Last active
June 12, 2017 11:08
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| depth = 10 | |
| seed_range = range(0, 3000,288) | |
| acc_vs_seed_result_rf = {"seed": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| for seed in seed_range: |
jay-trivedi
/ gist:bd5f40dc28356c43995a3743e84a73cf
Last active
June 12, 2017 11:08
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #Random Forest | |
| seed = 1 | |
| depth_range = range(1, 30,1) | |
| acc_vs_depth_result_rf = {"depth": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} |
jay-trivedi
/ gist:2e10a1547bd5967797f8b891884115d0
Last active
June 12, 2017 11:09
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #Random Forest | |
| seed = 1 | |
| depth_range = range(1, 30,1) | |
| acc_vs_depth_result_rf = {"depth": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} |
jay-trivedi
/ gist:f2f32d4d0338d4d160f864b991dd84f2
Created
June 6, 2017 10:59
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| acc_vs_seed_result = {"seed": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| depth = 10 | |
| seed_range = range(0, 3000,288) | |
| for seed in seed_range: |
jay-trivedi
/ gist:fb412e99df75366f1f631e1b0964bbc2
Created
June 6, 2017 10:58
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| depth = 10 | |
| seed_range = range(0, 3000,288) | |
| acc_vs_seed_result = {"seed": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| for seed in seed_range: |
jay-trivedi
/ gist:8c349328e3d492dfef5525a652673c2e
Created
June 6, 2017 10:46
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| acc_vs_depth_result = {"depth": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| seed = 1 | |
| depth_range = range(1, 30,1) | |
| for depth in depth_range: |
jay-trivedi
/ gist:bbd5a27e25789a6e82f0e7f13c0862af
Created
June 6, 2017 10:42
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| seed = 1 | |
| depth_range = range(1, 30,1) | |
| acc_vs_depth_result = {"depth": [],\ | |
| "train_acc": [], | |
| "valid_acc": [], | |
| "top_feature": [], | |
| "second_feature": [], | |
| "third_feature": []} | |
| for depth in depth_range: |
jay-trivedi
/ Titanic_clean.py
Created
June 5, 2017 10:58
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| ## Code courtsey: Manav Sehgal (https://www.kaggle.com/startupsci) | |
| ## Link to Original Code: https://www.kaggle.com/startupsci/titanic-data-science-solutions | |
| # data analysis and wrangling | |
| import pandas as pd | |
| import numpy as np | |
| import random as rnd | |
| def titanic(train, test): | |
| train_df = pd.read_csv(train) |
jay-trivedi
/ house_price_cleaning.py
Last active
August 2, 2018 13:39
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| ## Code Courtsey: juliencs (https://www.kaggle.com/juliencs) | |
| ## Link to Original Script: https://www.kaggle.com/juliencs/a-study-on-regression-applied-to-the-ames-dataset | |
| # Imports | |
| import pandas as pd | |
| import numpy as np | |
| from scipy.stats import skew | |
| def housing(train): | |
| # Get data |