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LaTeX package and annotated examples for annotating equations using TikZ.
O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…
A project for online policy adaptation using rollout for meeting end-to-end QoS objectives in networked systems.
Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be deployed in the emulation.
New generation PostgreSQL database adapter for the Python programming language
A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, …
Analyzes resource usage and performance characteristics of running containers.
Elasticsearch, Logstash, Kibana (ELK) Docker image
YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for autonomous cyber operations.
Ryu component-based software defined networking framework
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
🐳 🚦 Docker Traffic Control - network rate limiting, emulating delays, losses, duplicates, corrupts and reorders of network packets using only container labels or a command-line interface.
A curated list of resources dedicated to reinforcement learning applied to cyber security.
Cache Simulator - Web application with React
A curated list of awesome Deep Reinforcement Learning resources.