2023 Maximizing Fan Coil Efficiency with Deep Learning-Based Fault Detection Technology - Online LaTeX Editor Overleaf
www.overleaf.com/project/6446c1d1e5b93b4303e6973e
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Deep learning in fault detection and diagnosis of building HVAC systems: A systematic review with meta analysis | Elsevier Enhanced Reader
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Venue / Social Events – Iwann 2023
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Mytrip
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Mar 23, 2023
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An Intuitive Guide to Common Machine Learning Models - The Data School Down Under
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Hyperparameter Tuning the Random Forest in Python
towardsdatascience.com/hyperparameter-tuning-the-random-forest-in-python-using-scikit-learn-28d2aa77dd74
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Nested Cross-Validation for Machine Learning with Python - MachineLearningMastery.com
machinelearningmastery.com/nested-cross-validation-for-machine-learning-with-python/
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Random Forest in Python
towardsdatascience.com/random-forest-in-python-24d0893d51c0
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CS231n Convolutional Neural Networks for Visual Recognition
cs231n.github.io/convolutional-networks/
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Anomaly Detection in Multivariate Time Series with Network Graphs
towardsdatascience.com/anomaly-detection-in-multivariate-time-series-with-network-graphs-80a84deeed9e
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PyTorch Conv1d [With 12 Amazing Examples] - Python Guides
pythonguides.com/pytorch-conv1d/
Jan 29, 2023
A Simple LSTM-Based Time-Series Classifier
www.kaggle.com/code/purplejester/a-simple-lstm-based-time-series-classifier/notebook
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[PyTorch] Deep Time Series Classification
www.kaggle.com/code/purplejester/pytorch-deep-time-series-classification
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Time Series Classification with Convolutions
medium.com/analytics-vidhya/time-series-classification-with-convolutions-ed5cb33b1e3b
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Time Series Classification with Convolutions
lschmiddey.github.io/fastpages_/2021/04/30/Timeseries_Classification_with_ConvolutionalNeuralNet.html
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TensorFlow Dataloader — NVTabular 2021 documentation
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tf.data: Build TensorFlow input pipelines | TensorFlow Core
www.tensorflow.org/guide/data
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tf.keras.utils.Sequence | TensorFlow v2.11.0
www.tensorflow.org/api_docs/python/tf/keras/utils/Sequence
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Dataloaders for Machine Learning (Tensorflow & PyTorch) — Hangar 0.5.2 documentation
hangar-py.readthedocs.io/en/stable/Tutorial-Dataloader.html
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Fundamentals of programming
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Jan 27, 2023
5 Popular CNN Architectures Clearly Explained and Visualized
towardsdatascience.com/5-most-well-known-cnn-architectures-visualized-af76f1f0065e
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(4) PyTorch Tutorial 08 - Logistic Regression - YouTube
www.youtube.com/watch?v=OGpQxIkR4ao
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A Basic Introduction to Separable Convolutions
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Najveća interaktivna mapa naše galaksije sadrži 3,32 milijarde objekata i dostupna je online
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TimeSerieClassificationConv1D/Keras_Conv1D.ipynb at main · indiantechwarrior/TimeSerieClassificationConv1D
github.com/indiantechwarrior/TimeSerieClassificationConv1D/blob/main/Keras_Conv1D.ipynb
Jan 22, 2023
Sliding window Algorithm and its convolutional implementation
datascience.stackexchange.com/questions/55212/sliding-window-algorithm-and-its-convolutional-implementation
Jan 21, 2023
(PDF) OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
www.researchgate.net/publication/259441043_OverFeat_Integrated_Recognition_Localization_and_Detection_using_Convolutional_Networks
Jan 21, 2023
Convolutional Neural Networks for Sequence Processing: Part 1
froiland.medium.com/convolutional-neural-networks-for-sequence-processing-part-1-420dd9b500
Jan 21, 2023
(6) Time Series Classification using Conv1D - YouTube
www.youtube.com/watch?v=x3mgg3EGdW8
Jan 21, 2023
1D convolution for neural networks, part 1: Sliding dot product - YouTube
www.youtube.com/watch?v=4ERudRAxyGE
Jan 21, 2023