PIC16B Blog

No-plan Pantry

scrapy
sqlite3
SQL
BERT
GPT-2
dash
Our project, “No-Plan Pantry”, aims to minimize food waste and inspire creativity in the kitchen by developing a web-application which generates recipes based on…
Dec 13, 2024
Jade Liang, Junying Li, Karis Choi

Detecting Fake vs. Real News

keras
tensorflow
pandas
numpy
In this post, I will show you how to develop and assess a fake news classifier using Keras.
Dec 2, 2024
Jade Liang

Image Classification with Keras

keras
tensorflow
matplotlib
numpy
In this post, we’ll teach a machine learning algorithm to distinguish between pictures of dogs and pictures of cats.
Nov 22, 2024
Jade Liang

Heat Diffusion

numpy
matplotlib
jax
Welcome! In this post, I will show you how to conduct a simulation of two-dimensional heat diffusion in various ways: matrix multiplication, sparse matrix in JAX, direct…
Nov 13, 2024
Jade Liang

 

Web Development with Dash

sqlite3
dash
Welcome! In this post, I will go over how to create a webapp using Dash by Plotly. By the end of this blog, we’ll be able to create a website that accepts user input!
Nov 8, 2024
Jade Liang

Web Scraping with Scrapy

scrapy
pandas
matplotlib
In this post, I’m going to make a web scraper using Scrapy to scrape https://www.themoviedb.org, and use the scraped data to discover which movies and TV shows have the same…
Oct 30, 2024
Jade Liang

 

Creating Databases, Query Functions, and Interactive Plots

sqlite3
SQL
pandas
sklearn
plotly
Welcome! In this blog post, I’ll show you how to create a database, write a query function to access data from tables in a database, and create interesting visualizations…
Oct 23, 2024
Jade Liang

How to Construct a Visuaization of the Palmer Penguins Data Set

pandas
seaborn
Before we can create visualizations for the Palmer Penguins Data set, we need to first import the data set.
Oct 14, 2024
Jade Liang
No matching items