YuxuanCai's starred repositories
Newton-Raphson-Based-Optimizer-NRBO-
The Newton-Raphson-Based Optimizer, a new metaheuristic algorithm, is suggested and developed in this paper. The NRBO is inspired by Newton-Raphson's approach, and it explores the entire search process using two rules: the Newton-Raphson Search Rule (NRSR) and the TAO and a few groups of matrices to explore the best results further.
citystreetview
[MOVE TO pycitysim] OpenCity | city street view collection helper Python package
thinking-with-deep-learning
Code, material and resources for Thinking with Deep Learning
semantic_classifier
Semantic Content Analysis of words and sentences, estimating their semantic similarity and their objective or subjective loads.
deep_learning_object_detection
A paper list of object detection using deep learning.
python-projects
A collection of Python Projects
fansly-downloader
Easy to use fansly.com content downloading tool. Written in python, but ships as a standalone Executable App for Windows too. Enjoy your Fansly content offline anytime, anywhere in the highest possible content resolution! Fully customizable to download in bulk or single: photos, videos & audio from timeline, messages, collection & specific posts 👍
reddit-scraper
Various scripts to download posts/submissions/comments of a reddit subreddit/post/user.
reddit_scraper_and_sentiment_analyzer
Download reddit posts based on keywords and perform sentiment analysis on the posts.
SpatialNetworksLabs
Spatial Networks Labs (Exploratory Assignments)
crawling-reddit
Python scripts to pull all posts and metadata per subreddit and per user (using PRAW)
Reddit_DataCollection_Web-Crawling
Collect the discussions of Reddit's subreddit "Bitcoin"
reddit-app
A Python service that provides instant tracking of posts on subreddits in Reddit. Requirements: login service, saving the crawled posts in an appropriate database. Instant tracking of the newly posted contents. Serving the posts via API calls. Testing. Dockerizing.
nlp-reddit
Reddit Crawling and Processing
Crawler-Search-CourseCatalog
Generates course database from web-scraping & codes for Django search application
covid19_twitter
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
awesome-twitter-data
A list of Twitter datasets and related resources.
persp-model-econ_W20
Course site for MACS 30150 (Winter 2020) - Perspectives on Computational Modeling for Economics
awesome-public-datasets
A topic-centric list of HQ open datasets.
Homework-Notebooks
Jupyter notebooks to introduce and test you on computational content analysis concepts - from text scraping to topic modelling to deep neural models!
transformer-cnn-emotion-recognition
Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between
next-ts-starter
Straightforward Next.js & TypeScript Starter
course-materials
This is the course repository for the Spring 2023 iteration of MACS 30113 "Principles of Computing 3: Big Data and High Performance Computing for Social Scientists" at the University of Chicago.