Steve Lukis stevelukis
This file contains hidden or 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
| html, body { | |
| margin: 0; | |
| padding: 0; | |
| height: 100vh; | |
| width: 100%; | |
| box-sizing: border-box; | |
| font-family: Arial, sans-serif; | |
| } | |
| .center { |
This file contains hidden or 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
| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8" /> | |
| <title>Color Palette Generator</title> | |
| <link | |
| rel="stylesheet" | |
| href="{{ url_for('static', filename='css/main.css') }}" | |
| /> | |
| <script src="https://unpkg.com/@popperjs/core@2"></script> |
stevelukis
/ HomePage.tsx
Created
May 1, 2023 06:38
Infinite Scroll in React (Typescript + React Query)
This file contains hidden or 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
| import React from "react"; | |
| import { Container, SimpleGrid, Text } from "@chakra-ui/react"; | |
| import ProductCard from "./ProductCard"; | |
| import useProducts from "../hooks"; | |
| import InfiniteScroll from "react-infinite-scroll-component"; | |
| const HomePage = () => { | |
| const { data, fetchNextPage, hasNextPage } = useProducts(); | |
| return ( |
stevelukis
/ ProductCard.tsx
Created
May 1, 2023 06:37
Infinite Scroll in React (Typescript + React Query)
This file contains hidden or 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
| import React from "react"; | |
| import { | |
| AspectRatio, | |
| Card, | |
| CardBody, | |
| Heading, | |
| Image, | |
| Stack, | |
| Text, | |
| } from "@chakra-ui/react"; |
stevelukis
/ hooks.ts
Last active
May 1, 2023 06:25
Infinite Scroll in React (Typescript + React Query)
This file contains hidden or 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
| import axios from "axios"; | |
| import { useInfiniteQuery } from "@tanstack/react-query"; | |
| export interface Product { | |
| id: number; | |
| title: string; | |
| price: number; | |
| images: string[]; | |
| } |
stevelukis
/ hi.py
Created
October 8, 2022 10:35
This file contains hidden or 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
| final_model = grid_search.best_estimator_ | |
| X_test = test_set.drop("charges", axis=1) | |
| y_test = test_set["charges"].copy() | |
| X_test_prepared = full_pipeline.transform(X_test) | |
| final_predictions = final_model.predict(X_test_prepared) | |
| final_rmse = np.sqrt(mean_squared_error(y_test, final_predictions)) | |
| print(final_rmse) |
stevelukis
/ hi.py
Created
October 8, 2022 10:31
This file contains hidden or 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
| from sklearn.ensemble import RandomForestRegressor | |
| from sklearn.model_selection import GridSearchCV | |
| param_grid = [ | |
| {'n_estimators': [3, 10, 30], 'max_features': [2, 4, 6, 8]}, | |
| {'bootstrap': [False], 'n_estimators': [3, 10], 'max_features': [2, 3, 4]} | |
| ] | |
| forest_reg = RandomForestRegressor() |
stevelukis
/ hi.py
Created
October 8, 2022 10:29
This file contains hidden or 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
| from sklearn.ensemble import RandomForestRegressor | |
| from sklearn.metrics import mean_squared_error | |
| forest_reg = RandomForestRegressor() | |
| forest_reg.fit(insurance_prepared, insurance_labels) |
stevelukis
/ hi.py
Created
October 8, 2022 10:28
This file contains hidden or 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
| from sklearn.pipeline import Pipeline | |
| from sklearn.preprocessing import StandardScaler, OneHotEncoder | |
| from sklearn.compose import ColumnTransformer | |
| num_attrs = ["age", "bmi", "children"] | |
| cat_attrs = ["sex", "smoker", "region"] | |
| num_pipeline = Pipeline([ | |
| ('std_scaler', StandardScaler()) | |
| ]) |
stevelukis
/ hi.py
Created
October 8, 2022 10:17
This file contains hidden or 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
| insurance = train_set.drop("charges", axis=1) | |
| insurance_labels = train_set["charges"].copy() |
NewerOlder