Ziyi Liu
@Ziyi-starLanguage Breakdown
Lines of code distribution across 8 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
8
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Ashkan Kiafard
@AshkanKiafard
Klara M. Gutekunst
@KlaraGtknst
程序小黑
@dongyubin
Venelin Valkov
@curiousily
brianamedee
@brianamedee
Top Repositories
🎞️ A collection of mathematical animations created with the Manim library. Developed by Ziyi Liu, based on mathematical concepts by Dr. Anen Lakhal. This project visualizes topics such as sequences (Folgen), integrals, and derivatives through clear, high-quality animations.
Projekt Pioneers is an online multiplayer game inspired by The Settlers of Catan. Developed by Team E during the Softwaretechnik Praktikum (STP) at the University of Kassel, the project includes features like user management, in-game chat, trading, and custom map creation across four progressive release phases.
Cyclist Curb Detection under Varying Road Roughness in Real-World using Contrastive Learning
My personal repository
An autonomous line-following robot using an ATmega328/P microcontroller. It completes three laps on a track, supports USART commands, and includes a watchdog timer for automatic reset.
The project focuses on the development of deep learning models for anomaly detection and cyclist curb recognition. By applying machine learning techniques, such as LSTMs Autoencoder, one class SVM. The goal is to automatically identify anomalies in time series data and accurately detect cyclist curbs in real-world environments.
This project applies data mining techniques—data preprocessing, PCA-based feature selection, clustering, and classification using SVM, Bernoulli, Gaussian Mixture, and neural networks—to process and model data for insightful analysis and predictions.
This Knowledge Discovery in Databases is a project focused on data mining, feature engineering, and data evaluation techniques. Organized in Jupyter Notebooks, it walks through each stage of the KDD process, combining theory and practical applications for anyone interested in data analysis.
Open Source Impact
Contributions to external projects
No external contributions found.