Farsi 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 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
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 |