Machine learning books and papers
@Machine_learn
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ID: @Machine_learn
link: https://t.me/Machine_learn
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Machine learning books and papers
23.2K subscribers
Machine learning books and papers
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http://www.cs.toronto.edu/~jungao/def-grid/
@Machine_learn
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Machine learning books and papers
Seeing Theory

🎲 A visual introduction to probability and statistics

https://seeing-theory.brown.edu/index.html#4thPage

📗 Free book: https://seeing-theory.brown.edu/doc/seeing-theory.pdf

@Machine_learn
seeing-theory.brown.edu
Seeing Theory
A visual introduction to probability and statistics.
4.75K views
Machine learning books and papers
seeing-theory.pdf
318.7 KB
👁 S E E I N G T H E O R Y
#book
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Machine learning books and papers
Boosting quantum computer hardware performance with TensorFlow

https://blog.tensorflow.org/2020/10/boosting-quantum-computer-hardware.html
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blog.tensorflow.org
Boosting quantum computer hardware performance with TensorFlow
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
4.45K views
Machine learning books and papers
Real-time semantic segmentation in the browser - Made With TensorFlow.js

https://www.youtube.com/watch?v=3XzQQlh_p1c

🆔@Machine_learn
YouTube
Real-time semantic segmentation in the browser - Made with TensorFlow.js
Our 2nd episode of Made with TensorFlow.js heads to Brazil to join Hugo Zanini, a Python developer who was looking to use the latest cutting edge research from the TensorFlow community in the browser using JavaScript. Join us as Hugo takes us through his…
5.36K views
Machine learning books and papers
Data_Mining_Practical_Machine_Learning_Tools_and_Techniques,_Fourth.pdf
4.8 MB
#Datamining
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Machine learning books and papers
Cool New Features in Python 3.9

https://realpython.com/courses/cool-new-features-python-39/
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Realpython
Cool New Features in Python 3.9 – Real Python
In this course, you'll explore some of the coolest and most useful features in the newly released Python 3.9. You'll learn how Python 3.9 makes it easier to work with time zones, dictionaries, decorators, and several other techniques that will make your code…
❤1
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Machine learning books and papers
This is a list of awesome articles about object detection. If you want to read the paper according to time

https://github.com/amusi/awesome-object-detection

👉@Machine_learn
GitHub
GitHub - amusi/awesome-object-detection: Awesome Object Detection based on handong1587 github: https://handong1587.github.io/d…
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html - amusi/awesome-object-detection
4.54K views
Machine learning books and papers
1) bit.ly/fund_dataProc
2) bit.ly/2XY4Suw
3) leaps.analyttica.com/courses/overview/Fundamentals-of-Data-Analytics?auth_modal=true&register=true&utm_source=Ins_PraFDA&utm_
4) bit.ly/31W6yH1
5) https://bit.ly/2FHfrM1
@Machine_learn
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Machine learning books and papers
Transforming sounds into musical instruments used in a variety of styles, from Baroque to jazz using machine learning, created by the Magenta and AIUX team within Google Research.

https://sites.research.google/tonetransfer


Intro Video:
https://youtu.be/bXBliLjImio

Blog post:
https://magenta.tensorflow.org/ddsp

Colab:
https://colab.research.google.com/github/magenta/ddsp/blob/master/ddsp/colab/demos/timbre_transfer.ipynb
https://github.com/magenta/ddsp/tree/master/ddsp/colab/tutorials

Github:
https://github.com/magenta/ddsp


@Machine_learn
sites.research.google
Tone Transfer — Magenta DDSP
Play around with different inputs and outputs to see how machine learning transforms sounds.
4.47K views
Machine learning books and papers
Partial FC

Distributed deep learning training framework for face recognition.

Github: https://github.com/deepinsight/insightface/tree/master/recognition/partial_fc

Paper: https://arxiv.org/abs/2010.05222v1

Largest Face Recognition Dataset: https://www.dropbox.com/sh/gdix4jabzlwtk72/AAAXEItN1zwdo_tzOx5-QqHWa?dl=0

@Machine_learn
4.37K views
Machine learning books and papers
Recreating Historical Streetscapes Using Deep Learning and Crowdsourcing


http://ai.googleblog.com/2020/10/recreating-historical-streetscapes.html

@Machine_learn
research.google
Recreating Historical Streetscapes Using Deep Learning and Crowdsourcing
Posted by Raimondas Kiveris, Software Engineer, Google Research For many, gazing at an old photo of a city can evoke feelings of both nostalgia and...
4.94K views
Machine learning books and papers
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes

Github: https://github.com/Guepardow/Visual-features

Paper: https://arxiv.org/abs/2010.07881
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Machine learning books and papers
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AdaBelief Optimizer

Project page: https://juntang-zhuang.github.io/adabelief/
Paper: https://arxiv.org/abs/2010.07468
GitHub: https://github.com/juntang-zhuang/Adabelief-Optimizer

@Machine_learn
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Machine learning books and papers
mnsc.2020.3618.pdf
1.2 MB
Management Science: The Legacy of the Past and Challenge of the Future
#paper
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Machine learning books and papers
LRS(1).pdf
3.2 MB
How is Machine Learning used in the LinkedIn Recruiter Recommendation System
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Machine learning books and papers
New Approaches to Object Detection

source code: https://github.com/Ximilar-com/xcenternet

paper : https://arxiv.org/abs/1904.07850

https://towardsdatascience.com/new-approaches-to-object-detection-f5cbc925e00e

join:@Machine_learn
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Machine learning books and papers
Advanced YouTube Video Downloader using Python

https://morioh.com/p/4e7657ecf335

Code: https://github.com/Spidy20/IPL_Score_Notifier
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4.69K views
Machine learning books and papers
📡 Athena is an open-source implementation of end-to-end speech processing engine

Github: https://github.com/athena-team/athena

Paper: https://arxiv.org/abs/2010.13991v1

@Machine_learn
4.59K views
Machine learning books and papers
Trajectory-wise Multiple Choice Learning for Generalization in Reinforcement Learning

https://github.com/younggyoseo/trajectory_mcl
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