machine-learning-cheat-sheet.pdf
1.9 MB
Machine Learning Cheat Sheet
Classical equations, diagrams and tricks in machine learning
#ML #Cheat_Sheet
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Classical equations, diagrams and tricks in machine learning
#ML #Cheat_Sheet
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New Coral APIs and tools for AI at the edge
https://blog.tensorflow.org/2020/11/new-coral-apis-and-tools-for-ai-at-edge.html
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https://blog.tensorflow.org/2020/11/new-coral-apis-and-tools-for-ai-at-edge.html
@Machine_learn
blog.tensorflow.org
New Coral APIs and tools for AI at the edge
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
Data Ethics course: https://t.co/1vLF2rzuTd
Deep Learning course: https://t.co/KgtHR2B9Vk
Data Science blog: https://t.co/ZWYKPXufDW
Diversity blog: https://t.co/cCuOAEtEAj
NLP: https://t.co/zC31JsKLwz
Talks: https://t.co/msa2Sh3UCI
Medicine, AI, & Bias: https://t.co/w1yK7GP5i0
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Deep Learning course: https://t.co/KgtHR2B9Vk
Data Science blog: https://t.co/ZWYKPXufDW
Diversity blog: https://t.co/cCuOAEtEAj
NLP: https://t.co/zC31JsKLwz
Talks: https://t.co/msa2Sh3UCI
Medicine, AI, & Bias: https://t.co/w1yK7GP5i0
@Machine_learn
ethics.fast.ai
Practical Data Ethics
Free, online course from fast.ai and USF Data Institute covering disinformation, bias & fairness, ethical foundations, practical tools, privacy & surveillance, the silicon valley ecosystem, and algorithmic colonialism
XLA: Optimizing Compiler for Machine Learning | TensorFlow
https://www.tensorflow.org/xla
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https://www.tensorflow.org/xla
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OpenXLA Project
Disentangling Latent Space for Unsupervised Semantic Face Editing
Github: https://github.com/max-liu-112/STGAN-WO
Paper: https://arxiv.org/abs/2011.02638
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Github: https://github.com/max-liu-112/STGAN-WO
Paper: https://arxiv.org/abs/2011.02638
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GitHub
GitHub - max-liu-112/STGAN-WO: Implementation of STGAN-WO
Implementation of STGAN-WO. Contribute to max-liu-112/STGAN-WO development by creating an account on GitHub.
Experimental design for MRI by greedy policy search
Github: https://github.com/Timsey/pg_mri
Paper: https://arxiv.org/abs/2010.16262v1
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Github: https://github.com/Timsey/pg_mri
Paper: https://arxiv.org/abs/2010.16262v1
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Deep Multimodal Fusion by Channel Exchanging
Github: https://github.com/yikaiw/CEN
Dataset: https://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html
Paper: https://arxiv.org/abs/2011.05005
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Github: https://github.com/yikaiw/CEN
Dataset: https://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html
Paper: https://arxiv.org/abs/2011.05005
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GitHub
GitHub - yikaiw/CEN: [TPAMI 2023, NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging"
[TPAMI 2023, NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging" - yikaiw/CEN
Introduction_to_Deep_Learning_Using_R_A_Step_by_Step_Guide_to_Learning.pdf
7.1 MB
Introduction to Deep Learning Using R
A Step-by-Step Guide to Learning and Implementing Deep Learning Models Using R
#book #DL
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A Step-by-Step Guide to Learning and Implementing Deep Learning Models Using R
#book #DL
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Using GANs to Create Fantastical Creatures
http://ai.googleblog.com/2020/11/using-gans-to-create-fantastical.html
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http://ai.googleblog.com/2020/11/using-gans-to-create-fantastical.html
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research.google
Using GANs to Create Fantastical Creatures
Posted by Andeep Singh Toor, Stadia Software Engineer and Fred Bertsch, Software Engineer, Google Research, Brain Team Creating art for digital vid...
Learning Efficient GANs using Differentiable Masks and Co-Attention Distillation
Github: https://github.com/SJLeo/DMAD
Paper: https://arxiv.org/abs/2011.08382
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Github: https://github.com/SJLeo/DMAD
Paper: https://arxiv.org/abs/2011.08382
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Free Course Advanced Computer Vision with TensorFlow
https://www.coursera.org/learn/advanced-computer-vision-with-tensorflow
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https://www.coursera.org/learn/advanced-computer-vision-with-tensorflow
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Coursera
Advanced Computer Vision with TensorFlow
Offered by DeepLearning.AI. In this course, you will: ... Enroll for free.
Tutorial on Generative Adversarial Networks (GANs) with Keras and TensorFlow
Nice tutorial with enough theory to understand what you are doing and code to get it done.
Link: https://www.pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/
#Keras #TensorFlow #tutorial #wheretostart #GAN
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Nice tutorial with enough theory to understand what you are doing and code to get it done.
Link: https://www.pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/
#Keras #TensorFlow #tutorial #wheretostart #GAN
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Text Extraction from a Table Image, using PyTesseract and OpenCV
https://levelup.gitconnected.com/text-extraction-from-a-table-image-using-pytesseract-and-opencv-3342870691ae
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https://levelup.gitconnected.com/text-extraction-from-a-table-image-using-pytesseract-and-opencv-3342870691ae
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Medium
Text Extraction from a Table Image, using PyTesseract and OpenCV
Turning Image of a Table into Python Object
Using AutoML for Time Series Forecasting
http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
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http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
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research.google
Using AutoML for Time Series Forecasting
Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research area for machi...
Animating Pictures with Eulerian Motion Fields
New method for single image animation. Authors promised to release code soon!
Website: https://eulerian.cs.washington.edu
Paper: https://eulerian.cs.washington.edu/animating_pictures_2020.pdf
ArXiV: https://arxiv.org/abs/2011.15128
YouTube: https://www.youtube.com/watch?v=4zKliOMilGY
#DL #animation #WashingtonUni
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New method for single image animation. Authors promised to release code soon!
Website: https://eulerian.cs.washington.edu
Paper: https://eulerian.cs.washington.edu/animating_pictures_2020.pdf
ArXiV: https://arxiv.org/abs/2011.15128
YouTube: https://www.youtube.com/watch?v=4zKliOMilGY
#DL #animation #WashingtonUni
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YouTube
Animating Pictures with Eulerian Motion Fields
Aleksander Holynski, Brian Curless, Steven M. Seitz, Richard Szeliski
Project Website: https://eulerian.cs.washington.edu
Project Website: https://eulerian.cs.washington.edu
Forwarded from DelanaTech
This channel has launced to introduce books and educational videos in the field of artificial intelligence.
Using AutoML for Time Series Forecasting
http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
@Machine_learn
http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
@Machine_learn
research.google
Using AutoML for Time Series Forecasting
Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research area for machi...