Projects
A collection of projects authored by Axect, and likely shared out with the community as an open source project.
Deep learning for mass estimation.
- Build with a foundation on symmetric event topology.
- Estimate the missing energy-momenta distribution.
A rust library for reinforcement learning.
- Modular components - Agent, Environment, Policy.
- Model-free algorithms - Monte-Carlo, Temporal-Difference and Q-learning.
A rust library for automatic differentiation.
- Symbolic computational graph.
- Backward automatic differentiation.
A comprehensive numerical computation library for Rust.
- Linear algebra with various matrix and vector operations.
- Numerical integrations and automatic differentiation.
- Statistics optimization, root finding, and differential equation solving.