Machine-Learning

D2L - Introduction - 2/2

1.3.2 UnSupervised and Self-Supervised Learning The author lists the difference between traditional software engineering and machine learning. While software engineering focuses on solving problems with rule-based solutions, machine learning(deep learning) tries to solve problems that are ambiguous and the solution can evlove by itself after seeing more examples.

Apr 7, 2025

D2L - Chapter 2.1 Data Manipulation

colab 2.1.1 Get Started import jax from jax import numpy as jnp x = jnp.arange(12) x -> Array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], dtype=int32) x.

Apr 7, 2025

D2L - Introduction

1.0 Introduction The author lists the difference between traditional software engineering and machine learning. While software engineering focuses on solving problems with rule-based solutions, machine learning(deep learning) tries to solve problems that are ambiguous and the solution can evlove by itself after seeing more examples.

Apr 2, 2025

CS224n-NLP-lecture 1, 2

This article sumarizes lecture 1 and 2, covering word2vec

Nov 29, 2024

Recommender System Study Notes - Nomination(6/6)

GeoHash Nomination, Author Nomination, Cache Nomination, Bloom Filter

Sep 6, 2024

Recommender System Study Notes - Nomination(5/6)

Deep Retrieval

Sep 5, 2024

Recommender System Study Notes - Nomination(4/6)

two tower model full update/incremental update, self-supervised learning