tutorials
Tutorials on deep learning, Python, and dissipative particle dynamics
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최종 버전 다운로드 (.zip)- p.png
- p2.png
- rc.png
- scaling.png
- DPD_scaling.pdf
- DPD_scaling.tex
- 0.py
- 1.py
- 1005077-20160910235000035-2760349.png
- 220px-Guido_van_Rossum_OSCON_2006.jpg
- guido.jpg
- python-logo-inkscape.svg
- python_tutorial.odp
- python_tutorial.pdf
- The Python Challenge.png
- Adam.png
- adversarial_patch.jpg
- AI_simple.png
- banana.png
- BEGAN_samples1.jpg
- BEGAN_samples2.png
- BEGAN_samples3.png
- crunchOFF.pdf
- fu.jpg
- fuOFF.png
- GAN.png
- GAN_algorithm.png
- GAN_articles.png
- GAN_citation.png
- GAN_distribution.png
- GAN_optimism.jpg
- GAN_samples.png
- GAN_training.png
- GAN_wo_batchnorm.png
- GD.png
- happy_new_year.jpg
- leopard_deer.png
- limit_cycle.png
- OMD.png
- OptimisticADAM.png
- panda.png
- robotic_arm_wrestling.jpg
- WGAN_algorithm.png
- WGAN_samples.png
- t10k-images-idx3-ubyte.gz
- t10k-labels-idx1-ubyte.gz
- train-images-idx3-ubyte.gz
- train-labels-idx1-ubyte.gz
- gan-checks-tf.npz
- gan_outputs_tf.png
- GANs-TensorFlow.ipynb
- gan.pdf
- gan.tex
- activations.png
- coding.jpg
- contours_evaluation_optimizers.gif
- deep_neural_network.png
- library_rank.jpeg
- mission_impossible.jpg
- mission_impossible.png
- overfit.png
- saddle_point_evaluation_optimizers.gif
- tf.pdf
- tf.svg
- Thanos_Snappy.png
- train.png
- fnn.py
- fnn_pytorch.py
- fnn_v0.py
- fnn_v1.py
- generate_data.py
- test1.txt
- test2.txt
- train1.txt
- train2.txt
- nn_tutorial.md
- nn_tutorial.pdf
- architecture.png
- cortex.png
- densenet.png
- gradient.png
- lesion.png
- loss.png
- NNs.png
- resnet.png
- ResNeXt.png
- unravel.png
- variants.png
- ResNet.md
- ResNet.pdf
- automl_overview.png
- block.png
- block_small.png
- chain.png
- chain_small.png
- delcaration.png
- graph2net.png
- hierarchical.png
- morphism.png
- nas_overview.png
- proxylessnas.png
- proxylessnas_eq.png
- random.png
- random_graph.png
- random_net.png
- random_net_small.png
- skynet.jpg
- SOTA.png
- WANN.png
- WANN_ex.png
- WANN_generation.png
- WANN_vary.png
- worm.jpg
- worm1.png
- worm2.png
- zoph.png
- BipedalWalker.gif
- CarRacing.gif
- autoML.md
- autoML.pdf
- cifar.png
- idea.png
- manufacturing.png
- title.png
- ProfWeight.md
- ProfWeight.pdf
- Advani2017_1AB.png
- Advani2017_6AB.png
- Advani2017_7A.png
- Advani2017_9A.png
- Advani2017_9C.png
- Belkin2019_1A.png
- Belkin2019_1B.png
- Belkin2019_S4A.png
- Bos1997_2.png
- DeepONet_datawise.png
- DeepONet_modelwise.pdf
- DeepONet_transition.png
- double_descent_model_lr1e-5.pdf
- double_descent_model_lr5e-5.pdf
- double_descent_model_unfix.pdf
- loss.pdf
- Lu2019_7.png
- Nakkiran2020_3.png
- Nakkiran2020_4.png
- Nakkiran2020_8.png
- Nakkiran2020_9.png
- Neal2018_1.png
- Neal2018_16.png
- Neal2018_19.png
- Neal2018_2.png
- Neal2018_20.png
- Neal2018_3.png
- Neal2018_4.png
- Neyshabur2015_1.png
- train.png
- underfitting_overfitting.png
- variance.pdf
- Zhang2017_1a.png
- Zhang2017_2b.png
- double_descent.md
- double_descent.pdf
- deep_learning.pdf
- deep_learning.zip
- fnn_dde.py
- fnn_pytorch.py
- fnn_tfv1.py
- fnn_tfv2.py
- generate_data.py
- test.txt
- train.txt
- deep_learning_handson.pdf
- deep_learning_handson.pptx
- pinn.pdf
- sciml_introduction.pdf
- diffusion_1d.py
- diffusion_1d_inverse.py
- Poisson_1d.py
- lecture_DeepXDE_PINN.pdf
- lecture_DeepXDE_PINN.pptx
- lecture_PINN.pdf
- lecture_PINN.pptx
- README.md
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