Spanish translation - Atcold/NYU-DLSP20 GitHub Wiki

Guidelines for reviewers:

  • Try to pick up all of the files from the same week. Most of the time, EN files from the same week are homogeneous in writers, topics, and style. We wish to keep the structure consistent also in the ES files. Especially if the ES translations are authored by different people, try to keep the translation of terms, particularly the technical and mathematical ones, consistent throughout the files.
  • Try to keep the translation of terms consistent with the #Terms table below. If you're unsure about a translation, ask on Slack, have no fear :)
  • After having completed the review, create another Pull Request. Write the PR number in the Notes column of the workload distribution, like so "Reviewed (#000)". When the PR is approved, write Review approved in the same column.

Workload distribution

File name Translator Start date Publish date Reviewers PR Notes
README.md LecJackS March 23 March 23 victorsergio
index.md LecJackS March 23 March 23
01.md LecJackS March 24 March 24 victorsergio
01-1.md LecJackS March 24 March 24 victorsergio
01-2.md victorsergio March 24 March 27 LecJackS
01-3.md JuanMartinez March 24 Jun 8 LecJackS
lecture01.sbv alceballosa Sep 16
practicum01.sbv alceballosa Sep 16
02.md JuanMartinez March 24 Sep 10 JonathanVSV
02-1.md JuanMartinez March 24 Sep 10 JonathanVSV
02-2.md AndresCastro March 24 March 27
02-3.md AndresCastro March 24 April 03
lecture02.sbv ricalanis
practicum02.sbv ricalanis
03.md je-santos March 24 Apr 3 ccaballeroh #585 Review approved
03-1.md je-santos March 24 Mar 24 ccaballeroh #585 Review approved
03-2.md LecJackS April 02 April 03 ccaballeroh #585 Review approved
03-3.md LecJackS April 02 April 03 ccaballeroh #585 Review approved
lecture03.sbv
practicum03.sbv
04.md Manuel Piñar-Molina March 25 Mar 26 ccaballeroh #585 Review approved
04-1.md Manuel Piñar-Molina March 25 Mar 26 ccaballeroh #585 Review approved
practicum04.sbv
05.md LecJackS March 25 Mar 25
05-1.md LecJackS March 25 Mar 25
05-2.md Mauricio Oliveto March 25 Mar 27
05-3.md Mauricio Oliveto March 25 Mar 31
lecture05.sbv
practicum05.sbv
06.md victorsergio April 13 April 14
06-1.md victorsergio May 10 July 5
06-2.md victorsergio April 13 May 10
06-3.md LecJackS April 19 May 2
07.md dbparedes July 26 Sep 10
07-1.md dbparedes July 26 Sep 10
07-2.md dbparedes July 26 Sep 10
07-3.md dbparedes July 26 Sep 10
08.md LecJackS July 17 Aug 13
08-1.md LecJackS Augs 08 Aug 13
08-2.md mvortizr Aug 17 Sep 10
08-3.md victorsergio Jul 17 Sep 21
09.md mvortizr Aug 17 Sep 16 #557
09-1.md mvortizr Aug 17 Sep 16 #557
09-2.md mvortizr Aug 17 Sep 16 #557
09-3.md ricalanis Sep 3 Sep 21 #603
10.md ccaballeroh Sep 3 Sep 3 #489
10-1.md jcremona Sep 3 Sep 6 #512
10-2.md tiagogiraldo Sep 5 Sep 20 xcastilla #597
10-3.md ccaballeroh Sep 6 Sep 6 #515
11.md juliotorrest Sep 6 Sep 6 #601
11-1.md alceballosa Sep 9 Sep 13 #545
11-2.md alceballosa Sep 9 Sep 15 #552
11-3.md juliotorrest Sep 11 Sep 20 #601
12.md je-santos Sep 9 Sep 14 #651
12-1.md je-santos Sep 9 Oct 05 #651
12-2.md GastonMazzei Sep 11 Sep 18 zxul767 #570
12-3.md zxul767 Sep 14 Sep 19 xcastilla #555 accepted
13.md JonathanVSV Sep 13 Sep 13 #551
13-1.md JonathanVSV Sep 13 Sep 13 #688
13-2.md eugeniaft Sep 15 Sep 20 GastonMazzei #596
13-3.md xcastilla Sep 16 Sep 20 GastonMazzei #595
14.md lcipolina Sep 11 Sep 15 zxul767 #550
14-1.md lcipolina Sep 11 Sep 15 zxul767 #550
14-2.md lcipolina Sep 11 Sep 15 zxul767 #550
14-3.md lcipolina Sep 11 Sep 15 zxul767 #550

Terminology conventions

Rules

CNN -> CNN
Convolutional neural nets -> 
Dropout ->
encoder -> 

Terms

Non-technical

Term Translation
Class Clase
Lecture Lección
Practicum Práctica

Technical

Term Translation
activation activación
activation function función de activación
affine transformation transformación afín
(artificial) neural network red neuronal artificial (NN)
autoencoder autoencoder
autonomous vehicles vehículos autónomos
backpropagation retroprop / retropropagación / propagación hacia atrás
batch normalization normalización por batch
bias sesgo
chain rule regla de la cadena
computer vision visión por computadora
contrast normalization normalización de contraste
contrastive learning aprendizaje contrastivo
contrastive loss pérdida contrastiva
CPC: Contrastive Predictive Coding CPC: Codificación Predictiva Contrastiva
convolution convolución
cost function función de costo
cluster clúster
ClusterFit ClusterFit
clustering agrupamiento
cybernetic cibernética
deep-learning aprendizaje profundo
dropout dropout
embedding embedding / incrustación
ensemble
explicit explícito
frame frame / recuadro
fully connected layer capa totalmente conectada
gradient descent descenso de gradiente
hierarchical representation representación jerárquica
image classification clasificación de imágenes
image segmentation segmentación de imágenes
implicit implícito
inference inferencia
Jacobian matrix matriz Jacobiana / Jacobiano
Jigsaw Pretraining Preentrenamiento del Rompecabezas
Jupyter Notebook Jupyter Notebook
lane tracking
logistic regression regresión logística
loss function función de pérdida
Mean Average Precision Media de Precisión Promedio
Nash equilibrium equilibrio de Nash
natural language understanding comprensión del lenguaje natural
natural language processing procesamiento del lenguaje natural
nearest neighbor vecinos cercanos
object detection detección de objetos
one-hot one-hot
pattern recognition reconocimiento de patrones
PIRL: Self-supervised learning of Pre-text Invariant Representations ARIP: Aprendizaje auto-supervisado de Representaciones Invariantes de Pretexto
pooling pooling
reflection
regularization regularización
rotation rotación
scaling escalamiento
self-supervised learning aprendizaje auto-supervisado
scalar escalar
semantic segmentation segmentación semántica
shearing
Siamese Network Red Siamesa
speech recognition reconocimiento del habla
stochastic gradient descent descenso de gradiente estocástico (SGD)
supervised learning aprendizaje supervisado
tensor tensor
translation traslación
trajectory trayectoria
unsupervised learning aprendizaje no supervisado
visual cortex corteza visual
weight peso
weighted sum suma ponderada
Term Explanation
actor critic Actor Critic
CNN Convolutional Neural Network
Jigsaw Pretraining It's the pretraining of a network using the jigsaw puzzle proxy task.
GAN Generative Adversarial Network
GPU Graphic Processing Unit
NCE Noise Contrastive Estimator
ReLU Rectified linear unit
SIFT Scale-invariant feature transform