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Python Toolkit for Causal and Probabilistic Reasoning

  • python
  • bayesian-networks
  • causal-inference
  • causal-discovery

In-memory nucleotide sequence k-mer counting, filtering, graph traversal and more

  • dna
  • k-mer
  • python
  • bloom-filter

This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data

FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence

  • ai-agents
  • ai-scientist
  • automated-research
  • autoresearch

MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.

💬 Trace citation chains for any concept across research papers and render them as an interactive graph.

  • academic-research
  • bibliography
  • citation-graph
  • cli

Python Frontend to Algorithms of the Algorithm Engineering Group Heidelberg

  • combinatorial-optimization
  • community-detection
  • dynamic-graphs
  • edge-orientation

Nova DSO Tracker is an open-source Flask application for astrophotographers, providing real-time tracking of deep-sky objects' altitude, observability prediction, and integration with Stellarium and SIMBAD databases.