Machine learning books and papers
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Admin: @Raminmousa
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ID: @Machine_learn
link: https://t.iss.one/Machine_learn
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Deep Learning Illustrated 2019.pdf
2 MB
Deep Learning Illustrated
A Visual, Interactive Guide to Artificial Intelligence
#book #DL

@Machine_learn
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2020_efficient_dnn_excerpt.pdf
1.9 MB
Efficient Processing of Deep Neural Networks
#book #DL
@Machine_learn
electronics-10-03037.pdf
2.5 MB
A Survey on EEG Signal Processing Techniques and Machine
Learning: Applications to the Neurofeedback of
Autobiographical Memory Deficits in Schizophrenia #EEG #ML #DL @Machine_learn
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DEEP LEARNING INTERVIEWS REAL-WORLD DEEP LEARNING INTERVIEW PROBLEMS & SOLUTIONS
#book #DL

book

@Machine_learn

link: https://arxiv.org/pdf/2201.00650.pdf
deep-learning-with-python-meap-2nd-ed.pdf
8.8 MB
Deep Learning with Python
Second Edition Version 4
#book #DL #python
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book.pdf
52.1 MB
Multimodal Deep Learning
#book #DL #2023
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OReilly.Fundamentals.of.Deep.Learning.pdf
15.9 MB
Fundamentals of Deep Learning
Designing Next-Generation Machine Intelligence Algorithms
#Book #DL
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Manning.Inside.Deep.Learning.pdf
78.2 MB
Inside Deep Learning: Math, Algorithms, Models (2022)
#book #DL

@Machine_learn
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Apress.Pro.Deep.Learning.pdf
15.9 MB
Pro Deep Learning with TensorFlow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python (2023)
Author
: Santanu Pattanayak
#book #DL #Book #2023

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Apress.Explainable.AI.Recipes.pdf
8.2 MB
Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with Python (2023)
Author
: Pradeepta Mishra
#XAI #Ai #DL #Python
#2023
@Machine_learn
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Python Deep Learning.pdf
24 MB
Book: Python Deep Learning
Second Edition(Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow)
Authors: Ivan Vasilev,
Daniel Slater Gianmario ,Spacagna Peter, and Roelants Valentino Zocca
ISBN: 978-1-78934-846-0
year: 2019
pages: 379
Tags: #Python #Tensorflow #Keras #DL
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lecun-20230324-nyuphil.pdf
30.5 MB
Slide: Do large language models need sensory grounding for meaning and understanding
Supervised learning (SL)
Reinforcement learning (RL)
Self-Supervised Learning (SSL)
year:2023
pages:38
tags: #DL #ML #SL #RL #SSL
@Machine_learn
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Deep-Learning-for-Natural-Language-Processing.pdf
7.3 MB
Book: Deep Learning for Natural Language Processing (Creating Neural Networks with Python)
Authors: Palash Goyal, Sumit Pandey, Karan Jain
ISBN: 978-1-4842-3685-7
year: 2018
pages: 290
Tags: #NLP #DL #Python #Code
@Machine_learn
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Wiley_Artificial_Intelligence_Programming_with_Python_From_Zero.pdf
37.2 MB
Book: ArtificialIntelligence Programming
withPython F R O MZ E R OT OH E R O
Authors: Perry Xiao
ISBN: 978-1-119-82094-9 (ebk)
year: 2022
pages: 716
Tags:#AI #DL
@Machine_learn
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lbdl.pdf
4.4 MB
Book: The Little Book of
Deep Learning
Authors: FranΓ§ois Fleuret
ISBN: Null
year: 2023
pages: 168
Tags:#DL
@Machine_learn
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Deep Learning.pdf
47.3 MB
Book: Deep Learning Foundations and Concepts
Authors: Christopher M. Bishop
ISBN: 978-3-031-45468-4
year: 2023
pages: 656
Tags: #DL
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2202.07125v5.pdf
580.3 KB
βœ…paper :Transformers in Time Series: A Survey

#Transfromer #Time_series #DL
βœ…@Machine_learn
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Deep_Learning_Hyperparameter_tuning_Regularization_and_Optimization.pdf
2.4 MB
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and
Optimization

#Dl
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Deep Learning 01.pdf
31.5 MB
Deep Learning Handwritten Notes.
#DL
#CNN

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