Repository History
2 repositories tagged with reinforcement-learning
RL4LMs: A Modular RL Library for Fine-tuning Language Models
RL4LMs is a powerful and modular reinforcement learning library designed to fine-tune language models to human preferences. It offers easily customizable building blocks for training, including on-policy algorithms, reward functions, and metrics. Thoroughly tested and benchmarked, RL4LMs supports a wide range of NLP tasks and models.
ML-From-Scratch: Machine Learning Models and Algorithms in NumPy
ML-From-Scratch is a comprehensive GitHub repository offering bare-bones NumPy implementations of fundamental machine learning models and algorithms. It emphasizes accessibility, making complex concepts easier to understand for learners and practitioners. This project covers a wide range of topics, from linear regression to deep learning and reinforcement learning, all implemented from scratch.