OVGU Class URL - https://ovgu-ailab.github.io/idl2021/
- Venkata Srinath Mannam
- Meghana Rao
- Govind Shukla
- Completing the tasks are mandatory as part of the course completion.
- 80% of the programs should be solved and submitted in order to participate the course exam (Furthe details can be found in the above mentioned url).
- All the code is developed in google colab.
- All the tasks are written in Python with TensorFlow, Keras framework.
- Each assignment is there in the respected folder
| #No | Name | Submission_Details |
|---|---|---|
| 1 | Multi-Layered-Perceptrons(MLP) | View |
| 2 | MLP with TensorBoard | View |
| 3 | Convolutional-Neural-Nets(CNN's) | View |
| 4 | DenseNets, Inception, ResNets | View |
| 5 | RNN - IMDB sentiment classification | View |
| 6 | RNN - Advanced - IMDB sentiment classification | View |
| 7 | Neural Machine Translation (NMT) | View |
| 8 | Word2Vec | View |
| 9 | AutoEncoders | View |
| 10 | Adversarial Examples | View |