Projects in Awesome Lists by tschechlovdev
A curated list of projects in awesome lists by tschechlovdev .
https://github.com/tschechlovdev/autoencoder_kmeans
Implementation of AutoEncoder in PyTorch for k-Means Clustering
auto-encoder clustering deep-learning pytorch
Last synced: 06 Oct 2025
https://github.com/tschechlovdev/kmeans_mnist
Demonstration of using k-Means to cluster images of handwritten digits (MNIST dataset). Source Code for corresponding article on Medium.
clustering image-dataset python scikit-learn
Last synced: 07 May 2026
https://github.com/tschechlovdev/automl4clust
Implementation of "AutoML4Clust: Efficient AutoML for Clustering Analyses", published at EDBT 2021.
automl clustering paper python scikit-learn
Last synced: 15 May 2026
https://github.com/tschechlovdev/ml2dac
Implementation of "ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analyses", published at SIGMOD 2023. The paper has awarded the "reproducibility" badge by SIGMOD's reproducibility reviewers.
automl clustering meta-learning paper python reproducible-research scikit-learn
Last synced: 13 Oct 2025
https://github.com/tschechlovdev/rag_chatbot
Simple RAG chatbot built with LangChain and Ollama that chats with your own PDFs. Blog post: https://medium.com/@tschechd/retrieval-augmented-generation-rag-in-practice-implementing-a-chatbot-with-langchain-and-ollama-79d6d19642f7
Last synced: 09 Oct 2025