Miscellaneous Studies
Studies and implementations of various Deep Learning topics
GNN
- Implementation of Graph Convolutional Network in TextGCN using tensorflow
| libraries |
| tensorflow |
| scipy |
Machine Learning
- Notes on the general machine learning topics
- Implementation of simple backpropagation using numpy
- Implementation of label smoothing loss in pytorch
Recommender System
- Implementation of autoencoders for collaborative filtering
Reinforcement Learning
- Simple implementation of q-learning using numpy
| libraries |
| numpy |
| OpenAI gym |
NLP
- Mini-project applying fasttext pretrained word embeddings on text classification
| libraries |
| tensorflow |
| gensim |