Name		Name	Last commit message	Last commit date
Latest commit History 169 Commits
Adversarial Learning		Adversarial Learning
CNN		CNN
Federated Learning		Federated Learning
GAN		GAN
MLP		MLP
Meta Learning		Meta Learning
Object Detection		Object Detection
RNN		RNN
Siamese		Siamese
Style Transfer		Style Transfer
Transfer Learning		Transfer Learning
Vis CNN		Vis CNN
lstm_and_gru		lstm_and_gru
tl_nlp		tl_nlp
README.md		README.md

Repository files navigation

Blog

Blog
Implementations of different topics in 7 different frameworks(almost) along with demos(some)

Deep Learning Notebooks

Vision
NLP
Federated Learning

Vision

📃 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
Adversarial Learning	Adversarial Learning	adv_keras	adv_pytorch	-	adv_tf	-
🌋Generative Adversarial Networks	Introduction to GAN	gan_keras	gan_pytorch	gan_fastai	-	-
🌵Siamese Networks	Siamese Networks	siamese_keras	-	siamese_fastai	-	-
🐘Meta Learning	Meta Learning	-	meta_baseline meta_baseline++ meta_maml	-	-	-

NLP

📃 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

Federated Learning

📃 Topics	✏️ Blog	⛲ TF	🔥 PyTorch
🤫Federated Learning and Privacy	Federated Learning and Privacy	fl_tf	fl_pysyft