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Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Bayesian Modeling and Probabilistic Programming in Python

  • python
  • statistical-analysis
  • bayesian-inference
  • mcmc

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

  • mesa
  • agent-based-modeling
  • agent-based-simulation
  • simulation-framework

TranslatedDSH × Blender direct real-time plugin v2.6.1: 15 model tools let AI drive the GUI Blender; supports dsh-TUI (selection chip / footer status / @ mentions / /blender), activity status pinned on top with one-click pause for the AI, native selection / collections / sub-elements sent directly to DSH, a modeling skill bundled with the package, supports WSL / Windows / macOS.

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

  • deep-learning
  • protein-sequences
  • protein-structure
  • semi-supervised-learning

A Python native dynamical system simulation framework in the block diagram paradigm.

  • blockdiagram
  • control-systems
  • hierarchical-modeling
  • nonlinear-dynamics