DeepLearning
Deep Learning introduction and its application in various fields
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최종 버전 다운로드 (.zip)- random_forrest.txt
- test.csv
- train.csv
- .DS_Store
- AI_chip.md
- Basics_Machine_learning.md
- CNN.md
- decision_tree.md
- industrial_design.md
- Kaggle.md
- NLP.md
- pytorch.md
- Recommendation.md
- RNN.md
- Search.md
- SVM.md
- system.md
- Tensorflow_Keras.md
- .gitignore
- ADL_sensor_data.ipynb
- .DS_Store
- 2stagerecall.jpg
- activiation.png
- adjacent_list.png
- AI_IR.png
- AlexNet copy.png
- AlexNet.png
- all_reduce.png
- allgather.png
- allgather_end.png
- allreduce_issue.png
- allreduce_perf_1.png
- allreduce_perf_2.png
- allreduce_recovery.png
- Android_NN.png
- app_rec_pipeline.png
- attention.png
- attention_2.png
- AUC.png
- aws_dl_arch.png
- aws_dl_arch_2.png
- azurenetworkingFPGA.png
- BERT.jpg
- BERT.png
- BERT_relation.jpg
- BingFPGA.png
- CART_tree.jpg
- cf.png
- cf2.png
- CNN_NLP.jpg
- CNNsemantic.png
- collective_communication.png
- comp_graph_backward.png
- computation.png
- concurrent_memory.png
- covariance.png
- CPU_GPU.png
- cross_entropy.png
- cross_product.png
- DDP.png
- decoder.png
- dep_parallel.png
- devise.png
- dl_accerlorator.png
- DL_sys.png
- dla.png
- DNN_CTR.png
- DP.png
- DP2.png
- dummy_encoding.png
- edge_rank.png
- ELMO.jpg
- ELMO_application.jpg
- ELMO_application_2.jpg
- encoder.png
- ensemble_ways.png
- equationML.svg
- F1score.svg
- fanout_basic.png
- FasterRCNN.png
- FastRCNN.png
- fb-personalization-2.jpg
- fb-personalization-3.jpg
- fb-personalization-4.jpg
- fb-personalization-5.jpg
- fb-personalization-6.jpg
- fb-personalization.jpg
- feature_extraction.png
- featurevector.png
- FM.png
- FM_improve1.jpg
- FM_improve2.jpg
- FM_recall1.jpg
- FM_recall2.svg
- FM_withcontext.jpg
- fmmodel.jpg
- FPGADC.png
- FPGAvirtualnetwork.png
- GoogLeNet.png
- GoogLeNet2.png
- GPT.jpg
- GPT_application.jpg
- GPU_allreduce.png
- GPU_block.png
- GPU_kernel.png
- GPU_kernel_2.png
- GPU_memory.png
- GPU_memory_latency.png
- GPU_SIMT.png
- GPU_slide_win.png
- GPU_SM.png
- GPU_vector_add.png
- gradient_boosting.jpg
- gradient_loss.png
- high_bias.png
- high_variance.png
- HW_accerlorator.png
- HWSW_codesign_INT.png
- HWSW_codesign_memory.png
- HWSW_codesign_tensorization.png
- impression_log.png
- Industrial_recall.jpg
- internal_co-variate_ shift.png
- item_cf.png
- Jaccard.png
- joint_training.png
- lambdamart.png
- Latency_hiding.png
- lr_cross_entropy.png
- lr_dual.png
- LR_improve.jpg
- lr_loss.png
- lr_loss_2.png
- lr_loss_3.png
- LR_recall.jpg
- LSTM_1.png
- LSTM_2.png
- lstm_batch.png
- LSTM_vanlish.png
- LSTM_vanlish_2.png
- Math_FM.png
- meituan_dl.png
- meituan_ml.png
- meituan_rank.png
- memory_planing.png
- MF.jpg
- mf.png
- MF2FM.jpg
- min_recovery.png
- miss_recommend.png
- ML_parallel.png
- mpi_allreduce.png
- mpi_reduce.png
- multirecall.jpg
- mutation_scheduler.png
- NCCL_mode.png
- networkingCPU.png
- NN_recommendation.png
- onehot2dense.png
- outlier.png
- para_DNN_CTR.png
- parameter_average.png
- parameter_average_math.png
- PS.jpg
- PS.png
- quora_1.png
- quora_2.png
- quora_A2A.png
- quora_attention.png
- quora_data.png
- quora_ranking.png
- quora_recsys.png
- quora_relevance.png
- rank_ML.png
- ranking_algorithm.png
- ranking_recommendation.png
- rcnn.png
- rec_archi_1.png
- rec_archi_2.png
- rec_archi_implicit.png
- rec_archi_implicit_2.png
- recommendation_classfication.png
- recsys_arch.png
- reduce.png
- reduce_allreduce.png
- regression_loss.png
- ResNet.png
- ring_reduce.png
- ringreduce_data.png
- ringreduce_end.png
- ringreduce_middle.png
- RNN.png
- RNN_limit.jpg
- RNN_math.png
- RNN_math_dimension.png
- ROC.png
- ROC_ex.png
- roofline.png
- seq2seq.png
- seq2seq_chatbot.png
- seq2seq_example.png
- seq_model.png
- seq_RNN.png
- seq_RNN_2.png
- seq_RNN_3.png
- simple_FM1.jpg
- simple_FM2.jpg
- softmax.png
- stack.jpg
- stale_gradient.png
- stochastic_average.png
- stochastic_average_math.png
- Stochastic_average_math_2.png
- Stochastic_average_math_3.png
- svm0.png
- svm2.png
- svm3.png
- svm4.png
- svm5.png
- svm_1.png
- svm_dual_form.png
- svm_dual_kernel.png
- svm_lr.png
- svm_object_all.jpg
- svm_primary_form.jpg
- svm_primary_kernel.png
- svm_soft_margin.png
- svm_soft_margin_show.jpg
- tensorflowgraph_1.png
- thread_memory.png
- TPU_comp.png
- TPU_overview.png
- tree_additive_training.png
- tree_additive_training_2.png
- tree_additive_training_3.png
- tree_additive_training_4.png
- tree_allreduce.png
- TVM.png
- TVM_2.png
- uber_ml.png
- VGGNet.png
- W2V_pretrain.jpg
- WFBP.jpg
- wide_deep.png
- xgboost_loss.jpg
- xgboost_loss_optimization.jpg
- xgboost_model.jpg
- xgboost_model_complexity.jpg
- xgboost_para.jpg
- xgboost_regularization.jpg
- xgboost_structure_score.jpg
- xgboost_tree_grow.jpg
- XLA.png
- XLA_HW_1.png
- XLA_HW_2.png
- XLA_HW_3.png
- youtube-neural-recsys.png
- youtube_recommend.png
- .gitignore
- CNN_Question_pair.py
- lstm_embedding.py
- README.md
- similar_questions.py
- style.scss
- classification.py
- compute_errors.py
- deep_explicit_feedback_recsys.py
- deep_implicit_feedback_recsys.py
- deep_triplet_parameter_count.py
- ml-1m.py
- similarity.py
- triplet_parameter_count.py
- Explicit_Feedback_Neural_Recommender_System.ipynb
- Implicit_Feedback_Recsys_with_the_triplet_loss.ipynb
- average_as_conv.py
- dogs_vs_cats_extract_features.py
- dogs_vs_cats_worst_predictions.py
- edge_detection.py
- mnist_conv.py
- mnist_conv_dropout.py
- pooling.py
- predict_image.py
- representations.py
- strides_padding.py
- bumblebee.png
- cifar10_input.py
- ConvNets_with_TensorFlow_rendered.ipynb
- images_pascalVOC.zip
- img_emb.h5
- Pretrained_ConvNets_with_Keras.ipynb
- process_images.py
- NLP_word_vectors_classification.ipynb
- basic_seq2seq.png
- beam_search.py
- interpret_output.py
- make_input_output.py
- simple_seq2seq.py
- data_download.ipynb
- french_numbers.py
- translate.py
- Translation_of_Numeric_Phrases_with_Seq2Seq_rendered.ipynb
- activation_functions.svg
- alphago.jpg
- artificial_neuron.svg
- chain_rule.svg
- dermato.png
- equations.svg
- equations_1.svg
- equations_2.svg
- flow_graph.svg
- flow_graph_b.svg
- gridsearch-user-case.png
- heuritech-logo.png
- image_dl.png
- image_ml.png
- inception_3a_output_34.png
- inria-logo.png
- Logo_Master_Datascience.png
- neural_network.svg
- neural_network_hidden.svg
- neural_network_hidden_1.svg
- neural_network_hidden_2.svg
- neural_network_hidden_3.svg
- neural_network_hidden_4.svg
- neural_network_hidden_t.svg
- ng_data_perf.svg
- nll_explained.svg
- nlp.png
- relu.png
- sigmoid.png
- softmax.svg
- softmax_derivative.svg
- speech.png
- tanh.png
- vision.png
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- cf-mf.svg
- dropout.png
- dropout_curves_1.svg
- dropout_curves_2.svg
- dropout_curves_3.svg
- dropout_traintest.png
- heuritech-logo.png
- inria-logo.png
- Logo_Master_Datascience.png
- make_dropout_curves.py
- mnist_tsne.jpg
- rec_archi_1.svg
- rec_archi_2.svg
- rec_archi_3.svg
- rec_archi_implicit_1.svg
- rec_archi_implicit_2.svg
- tsne_words.png
- word_onehot.svg
- youtube-neural-recsys.png
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- alexnet.png
- architectures.png
- augmented-cat.png
- convmap1.svg
- convmap1_dims.svg
- convmap2.svg
- convmap3.svg
- convmap4.svg
- convmap_dims.svg
- deeper.png
- heuritech-logo.png
- inception1.png
- inception2.png
- inria-logo.png
- kernel.svg
- lecunconv.png
- lenet.png
- Logo_Master_Datascience.png
- maxpool.svg
- no_padding_strides.gif
- not-augmented-cat.png
- numerical_no_padding_no_strides.gif
- numerical_no_padding_no_strides_00.png
- pooling.png
- residualblock.png
- resnet.png
- same_padding_no_strides.gif
- templateconvmap.svg
- vgg.png
- vision.png
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- cls_1.png
- cls_2.png
- cls_3.png
- cls_4.png
- conv_deconv.png
- convolutionalization.png
- deconv.png
- deepmask.png
- densefc.png
- dog.jpg
- dog2.jpg
- dog_segment.jpg
- dog_small.jpg
- doublehead.svg
- doublehead_1.svg
- fasterrcnn.png
- fastRCNN.png
- flickr.png
- gupta1.png
- gupta2.png
- heuritech-logo.png
- inria-logo.png
- instanceawareFCN.png
- loc_seg_detec_basis.svg
- localisationresults.png
- logo heuritech v2.png
- Logo_Master_Datascience.png
- regression_dog.svg
- regression_dog_1.svg
- resultsssd.png
- resultsyolo.png
- segment.png
- segmentationresults.png
- segmentationresults2.png
- ssd.png
- twocats.jpg
- twocats_detec.jpg
- twocats_segm.jpg
- vision.png
- weaklocalisation.png
- yolo0.png
- yolo1.png
- yolo_loss.png
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- align.png
- attention_0.png
- attention_0.svg
- attention_1.png
- attention_1.svg
- attention_2.png
- attention_2.svg
- attention_3.png
- attention_3.svg
- basic_seq2seq.png
- capitals.png
- captioning_model.png
- encoder_decoder.svg
- encoder_decoder_1.svg
- encoder_decoder_2.svg
- encoder_decoder_forcing.svg
- fasttext.svg
- fixedsize_mlp.svg
- gnmt-architecture.png
- inria-logo.png
- logo heuritech v2.png
- Logo_Master_Datascience.png
- most_sim.png
- nlp.png
- rnn_simple.svg
- stacked_lstm.svg
- sum_wv.png
- textcontext.svg
- tsne_words.png
- unrolled_lstm.svg
- unrolled_lstm_1.svg
- unrolled_lstm_2.svg
- unrolled_rnn.svg
- unrolled_rnn_2.svg
- unrolled_rnn_3.svg
- unrolled_rnn_backwards_1.svg
- unrolled_rnn_backwards_2.svg
- unrolled_rnn_backwards_3.svg
- unrolled_rnn_one_output.svg
- unrolled_rnn_one_output_2.svg
- unrolled_rnn_words.svg
- visual_attention.png
- word2vec.svg
- word2vec_simple.svg
- word2vec_simple2.svg
- word2vec_simple3.svg
- word2vec_simple4.svg
- word2vec_simple5.svg
- word2vec_skipgram.svg
- word2vec_words.svg
- words.svg
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- batchnorm.png
- deep_mlp_training_error.png
- depth-2-vs-depth-1.png
- full_data_mlp_loss_landscape.gif
- inria-logo.png
- layernorm.png
- logo heuritech v2.png
- Logo_Master_Datascience.png
- make_mini_mlp_loss_figures.py
- make_relu_approx_figures.py
- make_relu_composition_figures.py
- one-rectangle.svg
- random_relu_surface.py
- resnet-vs-plain-imagenet.png
- rethinking-generalization.png
- saddle-point-optimizers.gif
- single_sample_mlp_loss_landscape.gif
- small-batch-vs-large-batch.png
- three-rectangles.svg
- triangle_triangle_triangle_triangle_x.svg
- triangle_triangle_triangle_x.svg
- triangle_triangle_x.svg
- triangle_x.svg
- index.html
- slides.css
- webfont-ubuntu-400-300-100.css
- webfont-ubuntu-mono-400-700-400italic.css
- remark.min.js
- .gitignore
- _config.yml
- LICENSE
- 2-3_classify-checkpoint.ipynb
- 4_deep-checkpoint.ipynb
- utils.cpython-36.pyc
- perceptron.png
- sigmoid.png
- softmax_img.png
- t10k-images-idx3-ubyte.gz
- t10k-labels-idx1-ubyte.gz
- train-images-idx3-ubyte.gz
- train-labels-idx1-ubyte.gz
- README.md
- gt_pascal.pkl
- prior_boxes_ssd300.pkl
- VOC2007.pkl
- out_vid.mp4
- README.md
- 2007_000346.jpg
- 2007_000799.jpg
- 2007_001763.jpg
- 2007_007877.jpg
- 2007_009709.jpg
- 2008_000811.jpg
- car_cat2.jpg
- cat.jpg
- fish-bike.jpg
- bikes.mp4
- dogs.mp4
- original_bag.mp4
- class_loss.PNG
- loc_loss.PNG
- smoothl1.PNG
- ssd_arch.PNG
- ssd_overview.PNG
- total_loss.PNG
- __init__.py
- get_data_from_XML.py
- ssd.py
- ssd_layers.py
- ssd_training.py
- ssd_utils.py
- testing.ipynb
- testing_video.ipynb
- training.ipynb
- README.md
- skyarrow.png
- style-equation.png
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- det.txt
- README.md
- sort.py
- tracking_kalman.ipynb
- tracking_siamese.ipynb
- 13_lstm.ipynb
- 14_embeddings.ipynb
- 15_news20.ipynb
- 16_QA.ipynb
- 2-3_classify.ipynb
- 20news_download.sh
- 4_deep.ipynb
- 5_convnets.ipynb
- 6_visualization.ipynb
- 7_gan.ipynb
- 8_dream.ipynb
- 8_style.ipynb
- dream.py
- glove_download.sh
- style.py
- utils.py
- .DS_Store
- .gitignore
- tree_xgboost.ipynb
- xgboost_feature.ipynb
- .DS_Store
- .gitignore
- Keras_CNN_BitTiger.ipynb
- Keras_FNN_BitTiger.ipynb
- keras_FNN_BitTiger.py
- README.md
- sklearn_test.py
- tensor_flow_test.py
// repository documentation
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