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Mariiie edited this page Nov 11, 2020 · 143 revisions

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 FA files. Especially if the FA 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 Koorosh Moslemi 20 September
index.md Ali Abedi 20 September #606
01.md Arya Varaste Nezhad
01-1.md Arya Varaste Nezhad
01-2.md Arya Varaste Nezhad
01-3.md Soroush Majd
lecture01.sbv Arya Varaste Nezhad
practicum01.sbv Arya Varaste Nezhad
02.md Nahal Mirzaie 19 September
02-1.md Nahal Mirzaie 19 September
02-2.md Zahra Hosseini 30 Sept. 2020 Mehrdad Mohammadian #664
02-3.md Zahra Hosseini 30 Sept. 2020 Mehrdad Mohammadian
lecture02.sbv Mina Faridi
practicum02.sbv Mina Faridi
03.md Puria Azadi 30 Sept. 2020
03-1.md Hamed RahmaniKhezri 29 Sept. 2020 Azadeh Hashemi
03-2.md Puria Azadi 30 Sept. 2020
03-3.md Ali Abedi 20 Sep 2020 #606
lecture03.sbv Soroush Majd
practicum03.sbv Hamed RahmaniKhezri 29 Sept. 2020
04.md Erfan Miahi 22 Sept. 2020 30 Sept. 2020 Mehrdad Mohammadian #631
04-1.md Erfan Miahi 22 Sept. 2020 30 Sept. 2020 Mehrdad Mohammadian #631
practicum04.sbv Soroush Majd
05.md Reza Tavasoli 25 Sept. 2020
05-1.md Reza Tavasoli 25 Sept. 2020
05-2.md Reza Tavasoli 25 Sept. 2020
05-3.md Reza Tavasoli 25 Sept. 2020
lecture05.sbv
practicum05.sbv
06.md Alireza Moradi 21 Sept. 2020 Koorosh Moslemi #604
06-1.md Alireza Moradi 21 Sept. 2020 Koorosh Moslemi #604
06-2.md Alireza Moradi 27 Sept. 2020 Koorosh Moslemi #648
06-3.md Alireza Moradi 6 Oct. 2020 Koorosh Moslemi
07.md Anis Zahedifard 23 Sept. 2020
07-1.md Anis Zahedifard 23 Sept. 2020
07-2.md Anis Zahedifard 23 Sept. 2020
07-3.md Anis Zahedifard 23 Sept. 2020
08.md Maryam Khakpour 20 Sep 26 Oct Isaac Kargar
08-1.md Maryam Khakpour 20 Sep 27 Oct Isaac Kargar
08-2.md Maryam Khakpour 20 Sep 11 Nov Isaac Kargar
08-3.md Maryam Khakpour 20 Sep Isaac Kargar
09.md Seyed Mohammad Mousavi September 19
09-1.md Seyed Mohammad Mousavi September 19
09-2.md Seyed Mohammad Mousavi September 19
09-3.md Seyed Mohammad Mousavi September 19
10.md
10-1.md
10-2.md
10-3.md
11.md Ali Abedi
11-1.md
11-2.md
11-3.md
12.md Ali Abedi 21 Sep 2020 Alireza Bayat Makou #646
12-1.md Tayeb Pourebrahim 21 September Alireza Bayat Makou
12-2.md Tayeb Pourebrahim 21 September Alireza Bayat Makou
12-3.md Tayeb Pourebrahim 21 September Alireza Bayat Makou
13.md Zhabiz Gharibshah 21 Sep 2020 #626
13-1.md Zhabiz Gharibshah 21 Sep 2020 #626
13-2.md Atousa Mehregan 22 Sept. 2020
13-3.md Atousa Mehregan 22 Sept. 2020
14.md Nikan Doosti Lakhani 23 Sept. 2020 #649
14-1.md Nikan Doosti Lakhani 23 Sept. 2020 #649
14-2.md Nikan Doosti Lakhani 23 Sept. 2020 #649
14-3.md Nikan Doosti Lakhani 23 Sept. 2020 #649
15.md Kiana Alikhademi 29 Sept. 2020

Terminology conventions

Rules

CNN -> CNN
Convolutional neural nets -> 

Dropout ->
encoder ->

Terms

Non-technical

Term Translation
Class
Lecture
Practicum

Technical

Term Translation
activation فعال سازی
activation function تابع فعالساز
affine transformation انتقال آفین
(artificial) neural network شبکه عصبی مصنوعی
autoencoder اتوانکودر
autonomous vehicles ماشین های خودران
backpropagation پس انتشار
batch normalization
bias بایاس
chain rule قاعده ی زنجیره ای
computer vision بینایی ماشین
contrast normalization
contrastive learning
contrastive loss
CPC: Contrastive Predictive Coding
convolution کانولوشن
cost function تابع هزینه
cluster خوشه
ClusterFit
clustering خوشه بندی
cybernetic
deep-learning یادگیری عمیق
dropout برون اندازی
embedding نهان سازی
ensemble
explicit صریح
face detection تشخیص چهره
face recognition بازشناسی چهره
frame قاب
fully connected layer لایه تماما متصل
gradient descent گرادیان کاهشی
hierarchical representation نمایش طبقاتی
image classification گروه بندی تصویر
image segmentation بخش بندی تصویر
implicit ضمنی
inference استنتاج
Jacobian matrix ماتریس ژاکوبی
Jigsaw Pretraining
Jupyter Notebook Jupyter Notebook
lane tracking
logistic regression رگرسیون لاجیستیک
loss function تابع خطا
Mean Average Precision
Nash equilibrium تعادل نش
natural language understanding فهم زبان‌های طبیعی
natural language processing پردازش زبان طبیعی
nearest neighbor نزدیک ترین همسایه
object detection شناسایی شی
one-hot one-hot
pattern recognition تشخیص الگو
PIRL: Self-supervised learning of Pre-text Invariant Representations
pooling سرکشی
reflection بازتاب
regularization قانونمند سازی
rotation چرخش
scaling مقیاس کردن
self-supervised learning یادگیری خود نظارتی
scalar عددی
semantic segmentation تقسیم‌بندی معنایی
shearing
Siamese Network
speech recognition تشخیص گفتار
stochastic gradient descent گرادیان کاهشی تصادفی
supervised learning یادگیری با نظارت
tensor
translation ترجمه
trajectory
unsupervised learning یادگیری بدون نظارت
visual cortex کرتکس بینایی
weight وزن
weighted sum جمع وزن دار
vanish gradient محوشدگی گرادیان
cross entropy آنتروپی متقابل
stochastic gradient descent گرادیان کاهشی تصادفی
Term Explanation
actor critic
CNN شبکه عصبی کانولوشن
Jigsaw Pretraining گرادیان کاهشی تصادفی
GAN
GPU
ReLU یکسوساز
RNN شبکه عصبی بازگشتی
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