¡Hola, Mundo!

  • 홈
  • 태그
  • 방명록

vector 2

3D Tensor(Typical Natural Language Processing)

Step 1. Devide the sentences into words. 2. Vectorize each words. 3. Set up the batch size. Let's say here is data. [[나는 사과를 좋아해], [나는 바나나를 좋아해], [나는 사과를 싫어해], [나는 바나나를 싫어해]] 1. Devide the sentences into words. [['나는', '사과를', '좋아해'], ['나는', '바나나를', '좋아해'], ['나는', '사과를', '싫어해'], ['나는', '바나나를', '싫어해']] 2. Vectorize each words. '나는' = [0.1, 0.2, 0.9] '사과를' = [0.3, 0.5, 0.1] '바나나를' = [0.3, 0.5, 0.2]..

Machine Learning 2022.08.02

Scalar vs Vector vs Matrix vs Tensor

- id-tensor = vector- 2d-tensor = matrix- 3d-tensor = tensor Scalar0-dimensional, a data consisting of a single real value. For example, your speed is a scalar value because it only has one component, how fast you are going. Your height is also a scalar value because the only component is how tall you are. Vector1-dimensional array or list. 1-dimensional tensor.np.array([1,2,3])>>>array([1, 2..

Machine Learning 2021.03.17
이전
1
다음
더보기
  • 분류 전체보기 (359)
    • Autonomous Vehicle (56)
      • Theory (14)
      • Sensors (11)
      • Video Geometry (25)
    • Deep Learning (21)
      • PyTorch (11)
      • Tensorflow (8)
      • CNN (7)
      • Object Detection (16)
    • Machine Learning (19)
    • Reinforcement Learning (4)
    • Analyze Data (29)
      • Python (2)
      • Python Libraries (20)
      • Measure of similarity (7)
    • KAFKA (6)
    • d3.js (20)
    • Environment (9)
      • Anaconda (4)
      • VisualStudioCode (3)
      • Jupyter (2)
    • JavaScript (10)
    • C# (6)
    • Linux (15)
      • terminal (9)
      • Nvidia (3)
    • Docker (17)
    • Git (7)
    • Concept (8)
      • Network (3)
    • Elastic Stack (6)
      • Elasticsearch (5)
      • Logstash (1)
    • Basic Python (42)
      • FastAPI (3)
      • Data Structure (1)
      • Workbook (5)
    • DataBase (11)
      • MYSQL (6)
      • MariaDB (1)
    • Math (21)
    • About me (1)

Tag

randint, Sigmoid function, zeros, batch size, Regular Expression, classmethod, yield from, 3D Rotation Matrix, nvidia-smi, global variable, forward propagation, Filter, textdistance, d3js, abstractmethod, docker-compose, randn, selectall, axis, kafka,

최근글과 인기글

  • 최근글
  • 인기글

최근댓글

공지사항

페이스북 트위터 플러그인

  • Facebook
  • Twitter

Archives

Calendar

«   2026/02   »
일 월 화 수 목 금 토
1 2 3 4 5 6 7
8 9 10 11 12 13 14
15 16 17 18 19 20 21
22 23 24 25 26 27 28

Copyright © Kakao Corp. All rights reserved.

티스토리툴바