How to Create Custom Real-time Plots in Deep Learning
https://www.kdnuggets.com/2020/12/create-custom-real-time-plots-deep-learning.html
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https://www.kdnuggets.com/2020/12/create-custom-real-time-plots-deep-learning.html
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KDnuggets
How to Create Custom Real-time Plots in Deep Learning - KDnuggets
How to generate real-time visualizations of custom metrics while training a deep learning model using Keras callbacks.
Undersampling Will Change the Base Rates of Your Model’s Predictions
https://www.kdnuggets.com/2020/12/undersampling-change-base-rates-model-predictions.html
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https://www.kdnuggets.com/2020/12/undersampling-change-base-rates-model-predictions.html
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KDnuggets
Undersampling Will Change the Base Rates of Your Model’s Predictions - KDnuggets
In classification problems, the proportion of cases in each class largely determines the base rate of the predictions produced by the model. Therefore if you use sampling techniques that change this proportion, there is a good chance you will want to rescale…
Graph Transformer Architecture
Github: https://github.com/graphdeeplearning/graphtransformer
Paper: https://arxiv.org/abs/2012.09699
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Github: https://github.com/graphdeeplearning/graphtransformer
Paper: https://arxiv.org/abs/2012.09699
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Efficient CNN-LSTM based Image Captioning using Neural Network Compression
Github: https://github.com/amanmohanty/idl-nncompress
Paper: https://arxiv.org/pdf/2012.09708.pdf
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Github: https://github.com/amanmohanty/idl-nncompress
Paper: https://arxiv.org/pdf/2012.09708.pdf
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Deep Learning & Art: Neural Style Transfer
https://datascience-enthusiast.com/DL/Art_Generation_with_Neural_Style_Transfer_v2.html
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https://datascience-enthusiast.com/DL/Art_Generation_with_Neural_Style_Transfer_v2.html
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Domain specific BERT representation for Named Entity Recognition of lab protocol
Github: https://github.com/tejasvaidhyadev/NER_Lab_Protocols
Website: https://noisy-text.github.io/2020/wlp-task.html
Paper: https://arxiv.org/pdf/2012.11145.pdf
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Github: https://github.com/tejasvaidhyadev/NER_Lab_Protocols
Website: https://noisy-text.github.io/2020/wlp-task.html
Paper: https://arxiv.org/pdf/2012.11145.pdf
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RECCON: Recognizing Emotion Cause in CONversations
Github: https://github.com/declare-lab/RECCON
Paper: https://arxiv.org/pdf/2012.11820.pdf
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Github: https://github.com/declare-lab/RECCON
Paper: https://arxiv.org/pdf/2012.11820.pdf
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SWA Object Detection
Github: https://github.com/hyz-xmaster/swa_object_detection
Paper: https://arxiv.org/abs/2012.12645
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Github: https://github.com/hyz-xmaster/swa_object_detection
Paper: https://arxiv.org/abs/2012.12645
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Effective Deployment of CNNs for 3DoF Pose Estimation and Grasping in Industrial Settings
Github: https://github.com/m4nh/loop
Video: https://www.youtube.com/watch?v=njLINQIA9iI
Paper: https://arxiv.org/abs/2012.13210v1
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Github: https://github.com/m4nh/loop
Video: https://www.youtube.com/watch?v=njLINQIA9iI
Paper: https://arxiv.org/abs/2012.13210v1
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👍1
MuZero General: Open Reimplementation of MuZero
GitHub: https://github.com/werner-duvaud/muzero-general
Paper: https://arxiv.org/abs/1911.08265
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GitHub: https://github.com/werner-duvaud/muzero-general
Paper: https://arxiv.org/abs/1911.08265
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Histogram-Based Gradient Boosting Ensembles in Python
https://machinelearningmastery.com/histogram-based-gradient-boosting-ensembles/
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https://machinelearningmastery.com/histogram-based-gradient-boosting-ensembles/
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Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Github: https://github.com/suvojit-0x55aa/A2S2K-ResNet
Paper: https://ieeexplore.ieee.org/document/9306920
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Github: https://github.com/suvojit-0x55aa/A2S2K-ResNet
Paper: https://ieeexplore.ieee.org/document/9306920
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Generating Beautiful Neural Network Visualizations
https://www.kdnuggets.com/2020/12/generating-beautiful-neural-network-visualizations.html
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https://www.kdnuggets.com/2020/12/generating-beautiful-neural-network-visualizations.html
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Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis.
Github: https://github.com/lucidrains/lightweight-gan
Paper: https://openreview.net/forum?id=1Fqg133qRaI
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Github: https://github.com/lucidrains/lightweight-gan
Paper: https://openreview.net/forum?id=1Fqg133qRaI
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Factor Normalization for Deep Neural Network Models
Github: https://github.com/HazardNeo4869/FactorNormalization
Paper: https://openreview.net/forum?id=LcPefbNSwx_
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Github: https://github.com/HazardNeo4869/FactorNormalization
Paper: https://openreview.net/forum?id=LcPefbNSwx_
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180 Data Science and Machine Learning Projects with Python
https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9
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https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9
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TransTrack: Multiple-Object Tracking with Transformer
Github: https://github.com/PeizeSun/TransTrack
Paper: https://arxiv.org/abs/2012.15460v1
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Github: https://github.com/PeizeSun/TransTrack
Paper: https://arxiv.org/abs/2012.15460v1
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All Machine Learning Algorithms You Should Know in 2021
https://www.kdnuggets.com/2021/01/machine-learning-algorithms-2021.html
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https://www.kdnuggets.com/2021/01/machine-learning-algorithms-2021.html
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CRSLab
is an open-source toolkit for building Conversational Recommender System (CRS)
Github: https://github.com/RUCAIBox/CRSLab
Paper: https://arxiv.org/pdf/2101.00939.pdf
Documentation: https://crslab.readthedocs.io/en/latest/?badge=latest
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is an open-source toolkit for building Conversational Recommender System (CRS)
Github: https://github.com/RUCAIBox/CRSLab
Paper: https://arxiv.org/pdf/2101.00939.pdf
Documentation: https://crslab.readthedocs.io/en/latest/?badge=latest
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