/awesome-pytorch

This project aims to develop a useful resource for learning Deep Learning and Reinforcement Learning using Pytorch. It conatins code from basic to advance level.

Primary LanguageJupyter Notebook

awsome-pytorch

This project aims to develop a useful resource for learning Deep Learning and Reinforcement Learning using Pytorch. It conatins code from basic to advance level.

LOGO

Plan

Beginner

  1. Pytorch Basic
  2. Linear Regression
  3. Logistic Regression
  4. Feed Forward Neural Netwrok

Intermediate

  1. Convolutional Neural Network
  2. Deep Recurrent Neural Network
  3. Bidirectional LSTM

Advance

  1. Variational Auto-encoder Decoder
  2. GANS
  3. CapsNet
  4. Cross-Lingual Word Vectors

Cool Stuf !!

  1. Translation with a Sequence to Sequence Network and Attention
  2. Style Transfer
    1. For Images
    2. For Text
  3. Caption Generator
  4. Image Segmentation
  5. Temporal Convolutional Netwrok for Sentimental Analysis
  6. ChatBot Tutorials

Note : Plan for RL is yet to decide

Dependencies

Recommended

python 3 and pytorch >= 0.4

Author

Vedic Partap