Machine Learning
Big Changes in the Small World
an introduction to Hierarchical Navigable Small World (HNSW) algorithm in machine learning.
ReadMy Understanding of fastText
the facebook fastText model is a great tool for text classification and text representation learning.
ReadMy Understanding of Transformers and Self-Attention
a detailed explanation of the Transformer architecture and self-attention mechanism in deep learning.
ReadRehearsal of Machine Learning on Coursera
the rehearsal lessons means a lot to me, it is a good way to review the knowledge and skills.
ReadUnderstanding the GLUE Dataset
a summary of the General Language Understanding Evaluation (GLUE) benchmark dataset.
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