- Blog
- Implementations of different topics in 7 different frameworks(almost) along with demos(some)
| 📃 Topics | ✏️ Blog | 📯 Keras | 🔥 PyTorch | ⚡ Fastai | ⛲ TF | 🎉 Demos |
|---|---|---|---|---|---|---|
| 🎛️ Multi-Layer Perceptron | Introduction to MLP | mlp_keras | mlp_pytorch | mlp_fastai | mlp_tf | - |
| 📸Convolutional Neural Networks | Introduction to CNN | cnn_keras | cnn_pytorch | cnn_fastai | cnn_tf | - |
| 🖼️Transfer Learning | Introduction to Transfer Learning | transfer_keras | transfer_pytorch | transfer_fastai | - | - |
| 🔨Visualizing CNN | Introduction to Visualizing CNN | vis_cnn_keras | - | vis_cnn_fastai | - | - |
| 🌉Style Transfer | Introduction to Style Transfer | style_keras | style_pytorch | style_fastai | style_tf | - |
| 💡Object Detection | Introduction to Object Detection | detect_keras | detect_pytorch | detect_fastai | detect_tf | detect_demos |
| 📃 Topics | ✏️ Blog | 📯 Keras | 🔥 PyTorch | ⚡ Fastai | 👾 Flair | 🔱 AllenNLP |
|---|---|---|---|---|---|---|
| 🔄Recurrent Neural Networks | Introduction to RNN | char_rnn_keras | char_rnn_pytorch | char_rnn_fastai | - | - |
| 💫LSTM and GRU | Introduction to LSTM and GRU | lstm_keras | lstm_pytorch | lstm_fastai | lstm_flair | - |
| 🚀Transfer Learning in NLP | Power of Transfer Learning in NLP | tl_nlp_keras | tl_nlp_pytorch | tl_nlp_fastai | tl_nlp_flair | tl_nlp_allennlp |
| 📃 Topics | ✏️ Blog | ⛲ TF | 🔥 PyTorch + ⛏️ PySyft |
|---|---|---|---|
| 🤫Federated Learning and Privacy | Federated Learning and Privacy | fl_tf | fl_pysyft |