A Libertine of Computer Science

Tag: Machine Learning

Core ideas of NLP and LLM

Reinforcement Learning--A3C

Reinforcement Learning--REINFORCE

Reinforcement Learning--Deep Q Network[DQN]

Reinforcement Learning--Temporal-Difference

Reinforcement Learning--Monte-Carlo

Reinforcement Learning--Markov Decision Process

Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Reinforcement Learning--Taxonomy

Reinforcement Learning--Element

Data Parallelism vs. Model Parallelism in Deep Learning Training [深度学习中的数据并行和模型并行]

Multi-Armed Bandit Problem [多臂赌博机问题]

OpenAI Gym Tutorial [OpenAI Gym教程]

Machine Learning Evaluation Metric--Binary Classification [机器学习评价标准--二分类]

Introduction to Convolutional Neural Network [卷积神经网络介绍]

Introduction to Neural Network and Deep Learning [从神经网络到深度学习]