├── .gitignore ├── 01-deep-neural-networks ├── 01-dnn │ ├── 01_dnn.ipynb │ ├── backprop.pdf │ └── clean_backprop.py ├── 02-cnn │ ├── cnn.ipynb │ └── cnn_jax.py ├── 03-alex-net │ └── alexnet.ipynb ├── 04-u-net │ ├── unet.ipynb │ └── unet.py ├── 05-vis-cnn │ └── visulisation_cnn.ipynb └── 06-yolo │ └── yolo.ipynb ├── 02-optimization-and-regularization ├── 01-weight-decay │ └── weightdecay.ipynb ├── 02-relu │ └── relu.ipynb ├── 03-residuals │ └── resnet.ipynb ├── 04-dropout │ └── dropout.ipynb ├── 05-batch-norm │ └── Batch-norm.ipynb ├── 06-layer-norm │ └── layernorm.ipynb ├── 07-gelu │ ├── gelu.ipynb │ └── probability.ipynb ├── 08-adam │ ├── adam.ipynb │ └── loss.ipynb └── 09-early-stopping │ └── early-stopping.ipynb ├── 03-sequence-modeling ├── 01-rnn │ ├── rnn-data │ │ └── Nietzsche_Articles.txt │ ├── rnn.ipynb │ └── simplernn.py ├── 02-lstm │ └── lstm.ipynb ├── 03-learning-to-forget │ └── learning.ipynb ├── 04-word2vec │ └── word2vec.ipynb ├── 05-seq2seq │ └── seq2seq.ipynb ├── 06-attention │ └── attention.ipynb └── 07-mixture-of-experts │ └── mixture-of-experts.ipynb ├── 04-transformers ├── 01-transformer │ └── transformer.ipynb ├── 02-bert │ └── bert.ipynb ├── 03-t5 │ └── t5.ipynb ├── 04-gpt │ └── gpt.ipynb ├── 05-lora │ └── lora.ipynb ├── 06-rlhf │ └── rlhf.ipynb └── 07-vision-transformer │ └── vit.ipynb ├── 05-image-generation ├── 01-gan │ └── gan.ipynb ├── 02-vae │ └── vae.ipynb ├── 03-diffusion │ └── sd.ipynb ├── 04-clip │ └── clip.ipynb └── 05-dall-e │ └── dalle.ipynb ├── README.md └── images ├── .gitkeep ├── 3-11.png ├── 3-12-2.png ├── 3-7.png ├── Cowboy-Bebop-Quotes1.jpeg ├── GRU.png ├── GRulCXpaUAAm5Up.jpeg ├── LKE.png ├── RNN-vs-FNN-660.png ├── T5.jpg ├── T5_1.jpg ├── add-1.drawio.png ├── alexnet-arc.png ├── batcnorm.jpeg ├── bert.jpg ├── bot-res.png ├── bottleneck.png ├── cnn.jpg ├── convolution-2.gif ├── decoder.png ├── dropout.png ├── dropoutex.jpg ├── dropoutt.png ├── earlystopping.jpg ├── encoder.png ├── f_pdf.jpg ├── for_revered_guest.png ├── imagent.png ├── imagnet-win.png ├── last-lstm.png ├── lstm-2.png ├── lstm-add.png ├── lstm-core.png ├── lstm-input.png ├── lstm.png ├── maxpool.gif ├── mul.drawio.png ├── newunet.png ├── nor-res.png ├── overlapping.png ├── pos-cal.png ├── pos-emb.png ├── probs.jpg ├── relu.png ├── reluu.png ├── res-arc.png ├── resnet.jpg ├── rnn_arc.png ├── self-feedback-loop.jpg ├── skip.png ├── transformer.jpeg ├── transistor.png ├── trig.png ├── typesofrnn.png ├── unet.png ├── unetimg.png ├── unetsd.png ├── vis-4.png ├── vis-cnn.png ├── vis_0.png ├── vis_1.png ├── vis_2.png ├── word2vec-embed.png └── word2vec.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saurabhaloneai/History-of-Deep-Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /01-deep-neural-networks/01-dnn/01_dnn.ipynb: -------------------------------------------------------------------------------- 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