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The Moscow Institute of Physics and Technology is one of the leading Russian universities in the areas of physics and technology

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02.2.1-NLP text classification
02.2.1-NLP text classification
 
 
02.4.1-Embeddings
02.4.1-Embeddings
 
 
02.5.2-RNN classification
02.5.2-RNN classification
 
 
02.7.2 -Language models/07. Языковое моделирование
02.7.2 -Language models/07. Языковое моделирование
 
 
02.8.1-LM hw
02.8.1-LM hw
 
 
02.9.1-Seq2Seq, machine translation
02.9.1-Seq2Seq, machine translation
 
 
10.1-CNN
10.1-CNN
 
 
10.2-Modules in PyTorch/16. Свёрточные нейронные сети
10.2-Modules in PyTorch/16. Свёрточные нейронные сети
 
 
11.1-convolutional and fully connected neural networks
11.1-convolutional and fully connected neural networks
 
 
12.1-Advanced learning of neaural networks
12.1-Advanced learning of neaural networks
 
 
12.2-Advanced learning of neural networks
12.2-Advanced learning of neural networks
 
 
13.1-Image classification
13.1-Image classification
 
 
13.2-Transfer learning
13.2-Transfer learning
 
 
14.1-Classification
14.1-Classification
 
 
15.1-Semantic segmentation
15.1-Semantic segmentation
 
 
16.1-Image segmentation
16.1-Image segmentation
 
 
17.1-Object detection
17.1-Object detection
 
 
18.1-Autoencoders
18.1-Autoencoders
 
 
19.1-Autoencoders homework
19.1-Autoencoders homework
 
 
20.1-GAN
20.1-GAN
 
 
22.2-Telegram-bot with super-res GAN
22.2-Telegram-bot with super-res GAN
 
 
3.1-introduction
3.1-introduction
 
 
3.2-sklearn
3.2-sklearn
 
 
4.1-The basics of ML
4.1-The basics of ML
 
 
5.1-linear models
5.1-linear models
 
 
6.1-Optimization methods
6.1-Optimization methods
 
 
7.1-Metrics
7.1-Metrics
 
 
7.2-Decision Trees
7.2-Decision Trees
 
 
7.3-Model selection
7.3-Model selection
 
 
8.1-Kaggle
8.1-Kaggle
 
 
9.2.-Pytorch
9.2.-Pytorch
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
[optional]bash.ipynb
[optional]bash.ipynb
 
 
[seminar,basic]python_basics_осень_2020.ipynb
[seminar,basic]python_basics_осень_2020.ipynb
 
 
contacts.txt
contacts.txt
 
 
intro.ipynb
intro.ipynb
 
 

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MIPT_DL_Advanced_course

The Moscow Institute of Physics and Technology is one of the leading Russian universities in the areas of physics and technology. https://www.dls.samcs.ru/

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The Moscow Institute of Physics and Technology is one of the leading Russian universities in the areas of physics and technology

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