2025

• 06 Feb A Series on Training LLM Models (I)
• 05 Feb Causal Inference Series (II)

2024

• 30 Apr Deep Reinforcement Learning Series
• 26 Apr Causal Inference Series (I)
• 24 Apr Lang Chain Series
• 20 Apr AdmaW(part I) Weight Decay == L2 Regularization?
• 20 Apr L1 and L2 Regularization
• 19 Apr Kullback–Leibler divergence
• 13 Apr Text Generator With Transformer Decoder
• 12 Apr AUC & GAUC
• 11 Apr GAN Loss Derivation
• 11 Apr Sampling Method
• 10 Apr Gama&Beta&Dirichlet
• 10 Apr Probability Calibration
• 10 Apr Perplexity