Forwarded from Programming Resources via @like
Papers With Code highlights trending ML research and the code to implement it.
تو این سایت کسایی رو که مقاله دادن و پیاده سازیهاشون رو در اختیار عموم قرار دادن لیست کرده (به همراه خود مقاله و کد پیادهسازی شده)
#paper #neural_network #state_of_the_art #machine_learning
thanks to: @aznourian
@pythony
https://paperswithcode.com
تو این سایت کسایی رو که مقاله دادن و پیاده سازیهاشون رو در اختیار عموم قرار دادن لیست کرده (به همراه خود مقاله و کد پیادهسازی شده)
#paper #neural_network #state_of_the_art #machine_learning
thanks to: @aznourian
@pythony
https://paperswithcode.com
Forwarded from Data Science Boom
Using AI to help increase blood donations
http://bit.ly/2HT082O
Turing Award Won by 3 Pioneers in Artificial Intelligence
https://nyti.ms/2HU0mGJ
Common statistical tests are linear models (or: how to teach stats)
http://bit.ly/2WBtDt7
Towards Robust and Verified AI: Specification Testing, Robust Training, and Formal Verification
http://bit.ly/2WytczM
Strategies for working with new data
http://bit.ly/2HU0KoF
http://bit.ly/2HT082O
Turing Award Won by 3 Pioneers in Artificial Intelligence
https://nyti.ms/2HU0mGJ
Common statistical tests are linear models (or: how to teach stats)
http://bit.ly/2WBtDt7
Towards Robust and Verified AI: Specification Testing, Robust Training, and Formal Verification
http://bit.ly/2WytczM
Strategies for working with new data
http://bit.ly/2HU0KoF
Forwarded from Automatics & Robotics & Arduino
Integrating Home Assistant with Adafruit IO
https://learn.adafruit.com/integrating-adafruit-io-with-home-assistant
https://learn.adafruit.com/integrating-adafruit-io-with-home-assistant
Adafruit Learning System
Integrating Home Assistant with Adafruit IO
Home Assistant tracks the state of all the devices in your home, so you don't have to, and Adafruit IO can store it all!
Forwarded from Data Science by ODS.ai 🦜
Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening
Paper claims model to perform better than human.
ArXiV: https://arxiv.org/abs/1903.08297
GitHub (code & models): https://github.com/nyukat/breast_cancer_classifier
#BreastCaner #healthcare #DL #CV
Paper claims model to perform better than human.
ArXiV: https://arxiv.org/abs/1903.08297
GitHub (code & models): https://github.com/nyukat/breast_cancer_classifier
#BreastCaner #healthcare #DL #CV
Forwarded from Data Science by ODS.ai 🦜
🔥DeepMind released dataset for training algebraic perception
Mathematics Dataset is a large-scale extendable dataset of mathematical questions, for training (and evaluating the abilities of) neural models that can solve algebraic problems (reason algebraically).
ArXiV: https://arxiv.org/abs/1904.01557
GitHub: https://github.com/deepmind/mathematics_dataset
Mathematics Dataset is a large-scale extendable dataset of mathematical questions, for training (and evaluating the abilities of) neural models that can solve algebraic problems (reason algebraically).
ArXiV: https://arxiv.org/abs/1904.01557
GitHub: https://github.com/deepmind/mathematics_dataset
Forwarded from Data Science Boom
AI disaster won’t look like the Terminator. It’ll be creepier.
http://bit.ly/2WNjR7c
Asking the Right Questions with Machine Learning
http://bit.ly/2G3ax9V
Artificial Intelligence in Healthcare – A Comprehensive Overview
http://bit.ly/2G01F4W
Nuts and Bolts of Reinforcement Learning: Introduction to Temporal Difference (TD) Learning
http://bit.ly/2WMPaPS
DeepMind and Google: the battle to control artificial intelligence
http://bit.ly/2WPBJP9
http://bit.ly/2WNjR7c
Asking the Right Questions with Machine Learning
http://bit.ly/2G3ax9V
Artificial Intelligence in Healthcare – A Comprehensive Overview
http://bit.ly/2G01F4W
Nuts and Bolts of Reinforcement Learning: Introduction to Temporal Difference (TD) Learning
http://bit.ly/2WMPaPS
DeepMind and Google: the battle to control artificial intelligence
http://bit.ly/2WPBJP9
Forwarded from Data Science Boom
Boom! What to read on the weekend, Issue #57
16 OpenCV Functions to Start your Computer Vision journey (with Python code)
http://bit.ly/2WQLf4C
Top 15 Data Science Podcasts Worth Listening To
http://bit.ly/2I19tFU
R vs Python for Data Visualization
http://bit.ly/2I1AA3u
Two new planets discovered using artificial intelligence
http://bit.ly/2WMend1
Reinforcement Learning vs. Differentiable Programming
http://bit.ly/2WIEEsG
Artificial intelligence: the art world’s weird and wonderful new medium
http://bit.ly/2I2HzcB
For Data Warehouse Performance, One Big Table or Star Schema?
http://bit.ly/2WNxinJ
How to Discover the AI Initiatives of Fortune 500 Companies
http://bit.ly/2I2SQcS
Why Differential Privacy Should Be Top of Mind for Data Science and Governance Teams
http://bit.ly/2WNxkMn
AI Learning Accelerator by ODSC
http://bit.ly/2WPWMkC
16 OpenCV Functions to Start your Computer Vision journey (with Python code)
http://bit.ly/2WQLf4C
Top 15 Data Science Podcasts Worth Listening To
http://bit.ly/2I19tFU
R vs Python for Data Visualization
http://bit.ly/2I1AA3u
Two new planets discovered using artificial intelligence
http://bit.ly/2WMend1
Reinforcement Learning vs. Differentiable Programming
http://bit.ly/2WIEEsG
Artificial intelligence: the art world’s weird and wonderful new medium
http://bit.ly/2I2HzcB
For Data Warehouse Performance, One Big Table or Star Schema?
http://bit.ly/2WNxinJ
How to Discover the AI Initiatives of Fortune 500 Companies
http://bit.ly/2I2SQcS
Why Differential Privacy Should Be Top of Mind for Data Science and Governance Teams
http://bit.ly/2WNxkMn
AI Learning Accelerator by ODSC
http://bit.ly/2WPWMkC
Forwarded from Data Science by ODS.ai 🦜
Scalable Muscle-actuated Human Simulation and Control
Spectacular work from Seoul National University on motion-mimicing DeepRL with a comprehensive full-body musculoskeletal model with 346 muscles, including predictive simulations of post-operative gaits.
YouTube: https://www.youtube.com/watch?v=a3jfyJ9JVeM
Project link: http://mrl.snu.ac.kr/research/ProjectScalable/Page.htm
#SIGGRAPH2019 #RL
Spectacular work from Seoul National University on motion-mimicing DeepRL with a comprehensive full-body musculoskeletal model with 346 muscles, including predictive simulations of post-operative gaits.
YouTube: https://www.youtube.com/watch?v=a3jfyJ9JVeM
Project link: http://mrl.snu.ac.kr/research/ProjectScalable/Page.htm
#SIGGRAPH2019 #RL
YouTube
Scalable Muscle-actuated Human Simulation and Control(SIGGRAPH 2019)
Seunghwan Lee, Kyoungmin Lee, Moonseok Park, and Jehee Lee,
Scalable Muscle-actuated Human Simulation and Control
ACM Transactions on Graphics (SIGGRAPH 2019), Volume 37, Article 73
Github Page : https://github.com/lsw9021/MASS
Project Page : http://mr…
Scalable Muscle-actuated Human Simulation and Control
ACM Transactions on Graphics (SIGGRAPH 2019), Volume 37, Article 73
Github Page : https://github.com/lsw9021/MASS
Project Page : http://mr…
Forwarded from Data Science by ODS.ai 🦜
Make Trump Sing Again
Generated by a Trump TTS model trained based off the paper "Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis", where given a reference audio the model will try to replicate that style.
ArXiV: https://arxiv.org/pdf/1803.09017.pdf
Youtube: https://youtu.be/3rgAVT8b4fw
#tts #song #speech #DL
Generated by a Trump TTS model trained based off the paper "Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis", where given a reference audio the model will try to replicate that style.
ArXiV: https://arxiv.org/pdf/1803.09017.pdf
Youtube: https://youtu.be/3rgAVT8b4fw
#tts #song #speech #DL
Forwarded from Data Science Boom
The Data Science Career Guide
http://bit.ly/2I5ew8d
19 Data and Analytics Predictions Through 2025
http://bit.ly/2WS5te4
Common Data Mistakes to Avoid
http://bit.ly/2IaKL5U
spaCy Cheat Sheet: Advanced NLP in Python
http://bit.ly/2WX2pgN
The Emotions Recognized in Vocal Bursts (interactive map)
http://bit.ly/2WOtBhM
http://bit.ly/2I5ew8d
19 Data and Analytics Predictions Through 2025
http://bit.ly/2WS5te4
Common Data Mistakes to Avoid
http://bit.ly/2IaKL5U
spaCy Cheat Sheet: Advanced NLP in Python
http://bit.ly/2WX2pgN
The Emotions Recognized in Vocal Bursts (interactive map)
http://bit.ly/2WOtBhM
Forwarded from Data Science Boom
Top 10 Coding Mistakes Made by Data Scientists
http://bit.ly/2WWLc77
What the car industry’s AI problem tells us about the future of work
http://bit.ly/2I8NzAr
"Data Scientist" is the hottest profession of 2019 according to job-listing data
http://bit.ly/2X121xY
800 scientists say it’s time to abandon “statistical significance”
http://bit.ly/2I8nJMZ
Putting data back into context
http://bit.ly/2X6xmzp
http://bit.ly/2WWLc77
What the car industry’s AI problem tells us about the future of work
http://bit.ly/2I8NzAr
"Data Scientist" is the hottest profession of 2019 according to job-listing data
http://bit.ly/2X121xY
800 scientists say it’s time to abandon “statistical significance”
http://bit.ly/2I8nJMZ
Putting data back into context
http://bit.ly/2X6xmzp
Forwarded from EarthML
Automatic feature selection:
EGU is still ongoing, but I am burning to share with you some of my findings already!
Research group in University of Lausanne developed a pretty promising algorithm for automatic feature selection based on General Regression Neural Network (GRNN, also known as Nadaraya-Watson Estimator). The idea behind is pretty simple and therefor powerful - why won't we build the simplest network that can train really fast and brute force all possible combination of features to check how they affect accuracy, learning rate etc and than select the best performing once.
Here is Python implementation on GitHub: https://github.com/federhub/pyGRNN
Also, check their poster: https://github.com/federhub/pyGRNN/blob/master/EGU2019_FS_using_simple_and_efficient_ML_models.pdf
Stay tuned, subscribe and share!
xoxo
EGU is still ongoing, but I am burning to share with you some of my findings already!
Research group in University of Lausanne developed a pretty promising algorithm for automatic feature selection based on General Regression Neural Network (GRNN, also known as Nadaraya-Watson Estimator). The idea behind is pretty simple and therefor powerful - why won't we build the simplest network that can train really fast and brute force all possible combination of features to check how they affect accuracy, learning rate etc and than select the best performing once.
Here is Python implementation on GitHub: https://github.com/federhub/pyGRNN
Also, check their poster: https://github.com/federhub/pyGRNN/blob/master/EGU2019_FS_using_simple_and_efficient_ML_models.pdf
Stay tuned, subscribe and share!
xoxo
GitHub
GitHub - federhub/pyGRNN: Python implementation of General Regression Neural Network (Nadaraya-Watson Estimator). A Feature Selection…
Python implementation of General Regression Neural Network (Nadaraya-Watson Estimator). A Feature Selection module based on GRNN is also provided - federhub/pyGRNN
Forwarded from Data Science by ODS.ai 🦜
Autodesk claims to use GANs to design a chair.
First-of-its-kind chair from Philippe Starck and Kartell. Imagined by a human and cocreated with intelligent generative design
Link: https://adsknews.autodesk.com/news/starck-intelligent-generative-design
Generative design explanation link: https://www.autodesk.com/solutions/generative-design
#Autodesk #generativedesign
First-of-its-kind chair from Philippe Starck and Kartell. Imagined by a human and cocreated with intelligent generative design
Link: https://adsknews.autodesk.com/news/starck-intelligent-generative-design
Generative design explanation link: https://www.autodesk.com/solutions/generative-design
#Autodesk #generativedesign
Forwarded from Data Science Boom
What does the future data scientist look like?
http://bit.ly/2IgHW3g
Explaining Random Forest (with Python Implementation)
http://bit.ly/2X2F6SI
The Growing Trend of Data Science in Japan
http://bit.ly/2WWRIee
Let's get LEGO'd! (in R)
http://bit.ly/2IdGaQw
Neural Machine Translation With Attention Mechanism
http://bit.ly/2IcvjpN
http://bit.ly/2IgHW3g
Explaining Random Forest (with Python Implementation)
http://bit.ly/2X2F6SI
The Growing Trend of Data Science in Japan
http://bit.ly/2WWRIee
Let's get LEGO'd! (in R)
http://bit.ly/2IdGaQw
Neural Machine Translation With Attention Mechanism
http://bit.ly/2IcvjpN
Forwarded from Data Science Boom
The first AI-generated textbook shows what robot writers are actually good at
http://bit.ly/2X8zp5O
Aroma: Using machine learning for code recommendation
http://bit.ly/2IkRzy1
doccano - open source text annotation tool for ML practitioner
http://bit.ly/2XdJFtp
Introducing d3-regression
http://bit.ly/2IihiqH
7 Qualities Your Big Data Visualization Tools Absolutely Must Have and 10 Tools That Have Them
http://bit.ly/2IlIEfv
http://bit.ly/2X8zp5O
Aroma: Using machine learning for code recommendation
http://bit.ly/2IkRzy1
doccano - open source text annotation tool for ML practitioner
http://bit.ly/2XdJFtp
Introducing d3-regression
http://bit.ly/2IihiqH
7 Qualities Your Big Data Visualization Tools Absolutely Must Have and 10 Tools That Have Them
http://bit.ly/2IlIEfv
Forwarded from Data Science Boom
The insideBIGDATA IMPACT 50 List for Q2 2019
http://bit.ly/2XdjRO2
Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM
dabl, the Data Analysis Baseline Library
http://bit.ly/2IkKvBs
Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast!
http://bit.ly/2XhEY25
A too complicated map
http://bit.ly/2Ikm9rt
http://bit.ly/2XdjRO2
Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM
dabl, the Data Analysis Baseline Library
http://bit.ly/2IkKvBs
Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast!
http://bit.ly/2XhEY25
A too complicated map
http://bit.ly/2Ikm9rt
Forwarded from Data Science Boom
The EU commission introduces guidelines for achieving a ‘Trustworthy AI’
http://bit.ly/2IhXILj
Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe
Another all cheat-sheets in one place
http://bit.ly/2Il6eZO
Starting Your Career in Data Science: What Are Your Options?
http://bit.ly/2Ikrjn8
Fusing data and design to supercharge innovation—in products and processes
https://mck.co/2X58uI2
http://bit.ly/2IhXILj
Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe
Another all cheat-sheets in one place
http://bit.ly/2Il6eZO
Starting Your Career in Data Science: What Are Your Options?
http://bit.ly/2Ikrjn8
Fusing data and design to supercharge innovation—in products and processes
https://mck.co/2X58uI2
Forwarded from Data Science by ODS.ai 🦜
🔥Singing voice conversion system developed at FAIR-Tel Aviv.
This can transform someone's singing voice into someone else's voice.
YouTube: https://www.youtube.com/watch?v=IEpkGenLnjw
Link: https://venturebeat.com/2019/04/16/facebooks-ai-can-convert-one-singers-voice-into-another/
ArXiV: https://arxiv.org/abs/1904.06590
#voiceconversion #audiolearning #DL #Facebook
This can transform someone's singing voice into someone else's voice.
YouTube: https://www.youtube.com/watch?v=IEpkGenLnjw
Link: https://venturebeat.com/2019/04/16/facebooks-ai-can-convert-one-singers-voice-into-another/
ArXiV: https://arxiv.org/abs/1904.06590
#voiceconversion #audiolearning #DL #Facebook
Forwarded from Data Science Boom
Boom! Weekly selection from DSB. Issue #50
The TOP 10 most popular links for the week
1. Here's who will die on 'Game of Thrones' according to AI
http://bit.ly/2IjaKIm
2. Another 10 Free Must-See Courses for Machine Learning and Data Science
http://bit.ly/2X5kTfc
3. The first AI-generated textbook shows what robot writers are actually good at
http://bit.ly/2X8zp5O
4. Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM
5. Google launches an end-to-end AI platform
https://tcrn.ch/2XeJnCR
6. Another all cheat-sheets in one place
http://bit.ly/2Il6eZO
7. Serverless for data scientists
http://bit.ly/2Ijg12B
8. A too complicated map
http://bit.ly/2Ikm9rt
9. How to Version Control Jupyter Notebooks
http://bit.ly/2XdWUL0
10. Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe
The TOP 10 most popular links for the week
1. Here's who will die on 'Game of Thrones' according to AI
http://bit.ly/2IjaKIm
2. Another 10 Free Must-See Courses for Machine Learning and Data Science
http://bit.ly/2X5kTfc
3. The first AI-generated textbook shows what robot writers are actually good at
http://bit.ly/2X8zp5O
4. Mathematicians Discover the Perfect Way to Multiply
http://bit.ly/2XaL8AM
5. Google launches an end-to-end AI platform
https://tcrn.ch/2XeJnCR
6. Another all cheat-sheets in one place
http://bit.ly/2Il6eZO
7. Serverless for data scientists
http://bit.ly/2Ijg12B
8. A too complicated map
http://bit.ly/2Ikm9rt
9. How to Version Control Jupyter Notebooks
http://bit.ly/2XdWUL0
10. Best of arXiv.org for AI, Machine Learning, and Deep Learning – March 2019
http://bit.ly/2XbZjWe