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A Jekyll plugin to use SQLite databases as a data source.
An advanced parallelization library for PHP, enabling efficient multitasking, optimizing resource use, and application responsiveness through multiple CPU threads.
🤖 Machine Learning Summer School Guide
Everything about note management. All in Zotero.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Plain python implementations of basic machine learning algorithms
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
TigerLily: Finding drug interactions in silico with the Graph.
An open access book on scientific visualization using python and matplotlib
A collection of research papers on decision, classification and regression trees with implementations.
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Git extensions to provide high-level repository operations for Vincent Driessen's branching model.
Layers Outputs and Gradients in Keras. Made easy.
A unified framework for machine learning with time series
massively parallel experimentation with Jupyter and AWS Lambda 🐑🌩📒
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
A collection of important graph embedding, classification and representation learning papers with implementations.
A repository of pretty cool datasets that I collected for network science and machine learning research.
A curated list of community detection research papers with implementations.
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
📡 Organized Resources for Deep Learning Researchers and Developers
scikit-learn: machine learning in Python
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.