Forwarded from Data Science by ODS.ai 🦜
Application of #StyleGAN: site, which generates new people every page refresh.
Link: https://thispersondoesnotexist.com
Link: https://thispersondoesnotexist.com
Forwarded from Data Science by ODS.ai 🦜
OpenAI’s new model can generate surprisingly realistic fake news.
New model, called GPT-2 is an unsupervised language model that can generate coherent paragraphs and perform rudimentary reading comprehension, machine translation, question answering, and summarization — all without task-specific training.
Link: https://blog.openai.com/better-language-models/
Paper: https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
#OpenAI #NLP #fakenews #qa #DL
New model, called GPT-2 is an unsupervised language model that can generate coherent paragraphs and perform rudimentary reading comprehension, machine translation, question answering, and summarization — all without task-specific training.
Link: https://blog.openai.com/better-language-models/
Paper: https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
#OpenAI #NLP #fakenews #qa #DL
Forwarded from Data Science Boom
Boom! Weekly selection from DSB. Issue #41
The TOP 10 most popular links for the week
1. Data Structure Visualizations
http://bit.ly/2GvmLZH
2. AI 100: The Artificial Intelligence Startups Redefining Industries
http://bit.ly/2WTALCd
3. Mining of Massive Datasets, Stanford University
http://bit.ly/2IdkcxY
4. On time every time. The visualization shows the train schedule in The Netherlands for 1 of the busiest days
http://bit.ly/2GjTVw8
5. Wake word — an algorithmic nightmare. Text game by Verge
http://bit.ly/2E28u54
6. Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
http://bit.ly/stanfordnlp-nlp-library-python
7. The best defense against deepfake AI might be . . . blinking
http://bit.ly/the-best-defense-against-deepfakes
8. Machine learning leads mathematicians to unsolvable problem
http://bit.ly/math-unsolvable-problem
9. Tackling Europe’s gap in digital and AI
https://mck.co/2GAYH7O
10. How a Strange Grid Reveals Hidden Connections Between Simple Numbers
http://bit.ly/simple-numbers
The TOP 10 most popular links for the week
1. Data Structure Visualizations
http://bit.ly/2GvmLZH
2. AI 100: The Artificial Intelligence Startups Redefining Industries
http://bit.ly/2WTALCd
3. Mining of Massive Datasets, Stanford University
http://bit.ly/2IdkcxY
4. On time every time. The visualization shows the train schedule in The Netherlands for 1 of the busiest days
http://bit.ly/2GjTVw8
5. Wake word — an algorithmic nightmare. Text game by Verge
http://bit.ly/2E28u54
6. Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
http://bit.ly/stanfordnlp-nlp-library-python
7. The best defense against deepfake AI might be . . . blinking
http://bit.ly/the-best-defense-against-deepfakes
8. Machine learning leads mathematicians to unsolvable problem
http://bit.ly/math-unsolvable-problem
9. Tackling Europe’s gap in digital and AI
https://mck.co/2GAYH7O
10. How a Strange Grid Reveals Hidden Connections Between Simple Numbers
http://bit.ly/simple-numbers
Forwarded from Data Science Boom
Application of StyleGAN: site, which generates new non existing people every page refresh.
http://bit.ly/2EeMjZk
Show off your Data Science skills with Kaggle Kernels
http://bit.ly/2EgndJJ
Better Language Models and Their Implications
http://bit.ly/2V6hD2i
Mathematics for Machine Learning
http://bit.ly/2EhdBhX
The Winners of the World Data Visualization Prize
http://bit.ly/2V47RNM
http://bit.ly/2EeMjZk
Show off your Data Science skills with Kaggle Kernels
http://bit.ly/2EgndJJ
Better Language Models and Their Implications
http://bit.ly/2V6hD2i
Mathematics for Machine Learning
http://bit.ly/2EhdBhX
The Winners of the World Data Visualization Prize
http://bit.ly/2V47RNM
Forwarded from Data Science by ODS.ai 🦜
Object Detection Networks and Augmented Reality for Cellular Detection in Fluorescence Microscopy Acquisition and Analysis.
#DL automated microscopy with objection detection.
Paper: https://www.biorxiv.org/content/10.1101/544833v1
#AugmentedReality
#DL automated microscopy with objection detection.
Paper: https://www.biorxiv.org/content/10.1101/544833v1
#AugmentedReality
Forwarded from Age Of Geeks
In this paper, they present a reinforcement learning approach for mapping natural language instructions to sequences of executable actions. They assume access to a reward function that defines the quality of the executed actions. During training, the learner repeatedly constructs action sequences for a set of documents, executes those actions, and observes the resulting reward. They use a policy gradient algorithm to estimate the parameters of a log-linear model for action selection. They apply their method to interpret instructions in two domains - Windows troubleshooting guides and game tutorials. Their results demonstrate that this method can rival supervised learning techniques while requiring few or no annotated training examples.
Forwarded from Data Science Boom
China is worried an AI arms race could lead to accidental war
http://bit.ly/china-us-ai-arms-race
Topics in Econometrics: Advances in Causality and Foundations of Machine Learning, Harvard University
http://bit.ly/topics-econometrics
The best defense against deepfake AI might be . . . blinking
http://bit.ly/the-best-defense-against-deepfakes
Setting the table. A brief visual history of the periodic table
http://bit.ly/periodic-table-visual-history
Understanding the Brain with the Help of Artificial Intelligence
http://bit.ly/understanding-the-brain
http://bit.ly/china-us-ai-arms-race
Topics in Econometrics: Advances in Causality and Foundations of Machine Learning, Harvard University
http://bit.ly/topics-econometrics
The best defense against deepfake AI might be . . . blinking
http://bit.ly/the-best-defense-against-deepfakes
Setting the table. A brief visual history of the periodic table
http://bit.ly/periodic-table-visual-history
Understanding the Brain with the Help of Artificial Intelligence
http://bit.ly/understanding-the-brain
Forwarded from Hitecher
#startups@hitecher
Kernel is a startup that specializes in developing brain implants that stimulate neurons. According to its founders, the implants will stimulate one of the regions in the brain, the hippocampus, forcing the brain to remember incoming information.
The hippocampus is a region of the brain responsible for creating emotions and transferring information from short-term to long-term memory storage.
The development should help patients suffering from diseases like Parkinson’s or Alzheimer’s. The implant will contain electrodes to record neural signals during learning, a microprocessor to conduct calculations, as well as additional electrodes for neural stimulation.
The startup’s development is based on research by Theodore Berger, head of the Center for Neural Engineering at the University of Southern California. According to the scientist’s methodology, electrodes log neural signals from the hippocampus during the process of recognition and memorization of new information. Berger also tracked the processes that took place inside the brain during the learning process, to determine how incoming signals received during the learning process are transformed into long-term memories. Based on his studies, the scientist developed several mathematical models that transformed input signals (learning) into output signals (memories).
Kernel is a startup that specializes in developing brain implants that stimulate neurons. According to its founders, the implants will stimulate one of the regions in the brain, the hippocampus, forcing the brain to remember incoming information.
The hippocampus is a region of the brain responsible for creating emotions and transferring information from short-term to long-term memory storage.
The development should help patients suffering from diseases like Parkinson’s or Alzheimer’s. The implant will contain electrodes to record neural signals during learning, a microprocessor to conduct calculations, as well as additional electrodes for neural stimulation.
The startup’s development is based on research by Theodore Berger, head of the Center for Neural Engineering at the University of Southern California. According to the scientist’s methodology, electrodes log neural signals from the hippocampus during the process of recognition and memorization of new information. Berger also tracked the processes that took place inside the brain during the learning process, to determine how incoming signals received during the learning process are transformed into long-term memories. Based on his studies, the scientist developed several mathematical models that transformed input signals (learning) into output signals (memories).
Forwarded from Data Science by ODS.ai 🦜
It’s better to be late, than to miss amazing opportunite to take part in not-official, but supervised online course of Deep Learning by CMU.
Course has already started, but you still can hop on the departing train to learn (or review) deep learning foundations and have some practice.
Content, quizes, practice exercises are in English.
This initiative was brought by editor of russian-speaking @powerofdata channel.
Link: https://dlcourse.ru
Original course page (with mention of aforementioned initiative): http://deeplearning.cs.cmu.edu
Course has already started, but you still can hop on the departing train to learn (or review) deep learning foundations and have some practice.
Content, quizes, practice exercises are in English.
This initiative was brought by editor of russian-speaking @powerofdata channel.
Link: https://dlcourse.ru
Original course page (with mention of aforementioned initiative): http://deeplearning.cs.cmu.edu
Forwarded from Hitecher
#neutonets_hitecher
🖌 A robot artist has been created in the UK.
The world's first robot artist, named Ai-Da in honour of the world's first female programmer Ada Lovelace, is able to do pencil drawings. Ai-Da has a freely-moving bionic arm, silicone skin and cameras integrated into each of its eye sockets.
🏞 It takes about 45 minutes to paint a picture. Ai-Da is able to depict people and animals from photographs and draw still-life paintings.
🖌 A robot artist has been created in the UK.
The world's first robot artist, named Ai-Da in honour of the world's first female programmer Ada Lovelace, is able to do pencil drawings. Ai-Da has a freely-moving bionic arm, silicone skin and cameras integrated into each of its eye sockets.
🏞 It takes about 45 minutes to paint a picture. Ai-Da is able to depict people and animals from photographs and draw still-life paintings.
Forwarded from Data Science Boom
The Data Scientist Profile In 2019 — Skills, Work Experience, And Education Of 1,001 Data Scientists
http://bit.ly/data-scientist-profile-2019
Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
http://bit.ly/stanfordnlp-nlp-library-python
MyStory: How I Successfully Switched from Application Development to Data Science
http://bit.ly/mystory-how-learned-data-science-successfully-switched-careers
Based on a True True Story? Sence-by-scene Breakdown of Hollywood Films
http://bit.ly/based-on-a-true-true-story
An Interactive Tutorial on Numerical Optimization
http://bit.ly/numerical-optimization
http://bit.ly/data-scientist-profile-2019
Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
http://bit.ly/stanfordnlp-nlp-library-python
MyStory: How I Successfully Switched from Application Development to Data Science
http://bit.ly/mystory-how-learned-data-science-successfully-switched-careers
Based on a True True Story? Sence-by-scene Breakdown of Hollywood Films
http://bit.ly/based-on-a-true-true-story
An Interactive Tutorial on Numerical Optimization
http://bit.ly/numerical-optimization
Forwarded from Data Science Boom
AI 100: The Artificial Intelligence Startups Redefining Industries
http://bit.ly/2WTALCd
Mining of Massive Datasets, Stanford University
http://bit.ly/2IdkcxY
Wake word — an algorithmic nightmare. Text game by Verge
http://bit.ly/2E28u54
Data Structure Visualizations
http://bit.ly/2GvmLZH
Condensing Steam: distilling the diversity of gamer behaviour. Steam dataset with 1.1 milling years of playtime
http://bit.ly/2tj9oDP
http://bit.ly/2WTALCd
Mining of Massive Datasets, Stanford University
http://bit.ly/2IdkcxY
Wake word — an algorithmic nightmare. Text game by Verge
http://bit.ly/2E28u54
Data Structure Visualizations
http://bit.ly/2GvmLZH
Condensing Steam: distilling the diversity of gamer behaviour. Steam dataset with 1.1 milling years of playtime
http://bit.ly/2tj9oDP
Forwarded from Data Science Boom
WIPO Technology Trends 2019: Artificial Intelligence
http://bit.ly/2SyyOvN
EE-559 — Deep Learning course at École Polytechnique Fédérale de Lausanne (Switzerland)
http://bit.ly/2GkoLEP
Tackling Europe’s gap in digital and AI
https://mck.co/2GAYH7O
On time every time. The visualization shows the train schedule in The Netherlands for 1 of the busiest days
http://bit.ly/2GjTVw8
The Analytics Engineer
http://bit.ly/2E11QMb
http://bit.ly/2SyyOvN
EE-559 — Deep Learning course at École Polytechnique Fédérale de Lausanne (Switzerland)
http://bit.ly/2GkoLEP
Tackling Europe’s gap in digital and AI
https://mck.co/2GAYH7O
On time every time. The visualization shows the train schedule in The Netherlands for 1 of the busiest days
http://bit.ly/2GjTVw8
The Analytics Engineer
http://bit.ly/2E11QMb
Forwarded from Data Science by ODS.ai 🦜
A Lyapunov-based Approach to Safe Reinforcement Learning
Research that develops RL algorithms based on the concept of Lyapunov functions. This work represents a step toward applying RL to real-world problems.
ArXiV: https://arxiv.org/abs/1805.07708
#RL #Lyapunov #facebook
Research that develops RL algorithms based on the concept of Lyapunov functions. This work represents a step toward applying RL to real-world problems.
ArXiV: https://arxiv.org/abs/1805.07708
#RL #Lyapunov #facebook
arXiv.org
A Lyapunov-based Approach to Safe Reinforcement Learning
In many real-world reinforcement learning (RL) problems, besides optimizing the main objective function, an agent must concurrently avoid violating a number of constraints. In particular, besides...
Forwarded from Data Science Boom
Innovative AI Breath Analyzer Diagnoses Diseases by “Smell”
http://bit.ly/2ROBaSy
AI apparel eye. Deep learning based approach to recognize attributes of apparel.
http://bit.ly/2RNDkll
A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
http://bit.ly/2WMfOZL
Recipes for Popular Cocktails
https://tabsoft.co/2ROBdhc
AI is a Big Fat Lie
http://bit.ly/2RNf2rE
http://bit.ly/2ROBaSy
AI apparel eye. Deep learning based approach to recognize attributes of apparel.
http://bit.ly/2RNDkll
A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
http://bit.ly/2WMfOZL
Recipes for Popular Cocktails
https://tabsoft.co/2ROBdhc
AI is a Big Fat Lie
http://bit.ly/2RNf2rE
Forwarded from Data Science by ODS.ai 🦜
Text-based game to feel yourself in not so distant future where real AI exists.
We all now, how DS and #AI products affect our life and how they actually influence our lifestyle. But in the future our relationship will become more tense. It is rather nice experience to play this game, not only because it reminds of old-school games, but also because it looks shookingly possible.
Link: https://www.theverge.com/2019/1/31/18140796/wake-word-algorithm-text-game-ai-artificial-intelligence
#interactive #Meta
We all now, how DS and #AI products affect our life and how they actually influence our lifestyle. But in the future our relationship will become more tense. It is rather nice experience to play this game, not only because it reminds of old-school games, but also because it looks shookingly possible.
Link: https://www.theverge.com/2019/1/31/18140796/wake-word-algorithm-text-game-ai-artificial-intelligence
#interactive #Meta
The Verge
Play this interactive game about the ridiculous future of bad AI
Wake Word: An Algorithmic Nightmare
Forwarded from Hitecher
#medicine_hitecher
The CRISPR/Cas system is based on the bacterial immune system that protects bacteria from viruses. Scientists have managed to improve and supplement the natural defense mechanism with a toolkit that provides them with a quick and inexpensive way of correcting DNA in plants, animals and humans. These changes occur only in specific parts of the genome without affecting other areas.
Read on Hitecher:
▫️ CRISPR development history
▫️ How CRISPR can be applied in agriculture
▫️ How human DNA works
The CRISPR/Cas system is based on the bacterial immune system that protects bacteria from viruses. Scientists have managed to improve and supplement the natural defense mechanism with a toolkit that provides them with a quick and inexpensive way of correcting DNA in plants, animals and humans. These changes occur only in specific parts of the genome without affecting other areas.
Read on Hitecher:
▫️ CRISPR development history
▫️ How CRISPR can be applied in agriculture
▫️ How human DNA works
Hitecher
Correcting genetic mistakes with CRISPR/Cas - Hitecher
CRISPR/Cas is one of the most promising technologies developed in the field of genetic engineering in the past few years. Scientists have managed to transform bacterial immune systems, allowing them to make precise modifications to any organism’s genome.…
Forwarded from Data Science Boom
Boom! What to read on the weekend, Issue #49
Mayo Clinic research uses artificial intelligence to develop inexpensive, widely available early detector of silent heart disease
https://mayocl.in/2tdQO0b
How one brewery tapped into big data to improve its ale
http://bit.ly/2tdqzXu
Jupyter Notebook: An Introduction
http://bit.ly/2teDecH
How Many Kids We Have and When We Have Them
http://bit.ly/2UPLyvc
Data Science and the Art of Persuasion
http://bit.ly/2UPLBHo
Virtual creators aren’t AI — but AI is coming for them
http://bit.ly/2tdqB1y
History of the Periodic Table
https://tabsoft.co/2UPLBqS
Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists
http://bit.ly/2UPqDZk
Your AI skills are worth less than you think
http://bit.ly/2thE0FL
Making face recognition less biased doesn’t make it less scary
http://bit.ly/2tbzyIV
Mayo Clinic research uses artificial intelligence to develop inexpensive, widely available early detector of silent heart disease
https://mayocl.in/2tdQO0b
How one brewery tapped into big data to improve its ale
http://bit.ly/2tdqzXu
Jupyter Notebook: An Introduction
http://bit.ly/2teDecH
How Many Kids We Have and When We Have Them
http://bit.ly/2UPLyvc
Data Science and the Art of Persuasion
http://bit.ly/2UPLBHo
Virtual creators aren’t AI — but AI is coming for them
http://bit.ly/2tdqB1y
History of the Periodic Table
https://tabsoft.co/2UPLBqS
Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists
http://bit.ly/2UPqDZk
Your AI skills are worth less than you think
http://bit.ly/2thE0FL
Making face recognition less biased doesn’t make it less scary
http://bit.ly/2tbzyIV
Forwarded from Data Science Boom
Boom! Weekly selection from DSB. Issue #40
The TOP 10 most popular links for the week
1. Monetizing the Math — are you ready?
http://bit.ly/2G9HNxB
2. Papers with code: Browse state-of-the-art
http://bit.ly/2DbD4aS
3. AI is a Big Fat Lie
http://bit.ly/2RNf2rE
4. A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb
5. The state of the octoverse: machine learning
http://bit.ly/2DbD0Ia
6. Busted! 11 Myths Data Science Transitioners Need to Avoid
http://bit.ly/2RMskVw
7. Data Portals. A Comprehensive List of Open Data Portals from Around the World
http://bit.ly/2G9HQth
8. Elements of Artificial Intelligence free online course
http://bit.ly/2t5FNha
9. A Must-Read NLP Tutorial on Neural Machine Translation — The Technique Powering Google Translate
http://bit.ly/2WMfOZL
10. Your AI skills are worth less than you think
http://bit.ly/2thE0FL
The TOP 10 most popular links for the week
1. Monetizing the Math — are you ready?
http://bit.ly/2G9HNxB
2. Papers with code: Browse state-of-the-art
http://bit.ly/2DbD4aS
3. AI is a Big Fat Lie
http://bit.ly/2RNf2rE
4. A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb
5. The state of the octoverse: machine learning
http://bit.ly/2DbD0Ia
6. Busted! 11 Myths Data Science Transitioners Need to Avoid
http://bit.ly/2RMskVw
7. Data Portals. A Comprehensive List of Open Data Portals from Around the World
http://bit.ly/2G9HQth
8. Elements of Artificial Intelligence free online course
http://bit.ly/2t5FNha
9. A Must-Read NLP Tutorial on Neural Machine Translation — The Technique Powering Google Translate
http://bit.ly/2WMfOZL
10. Your AI skills are worth less than you think
http://bit.ly/2thE0FL
Forwarded from Data Science Boom
Busted! 11 Myths Data Science Transitioners Need to Avoid
http://bit.ly/2RMskVw
Common license types for datasets
http://bit.ly/2WORh6D
A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb
Which European cities have gotten warmer? (Spoiler: All of them.)
http://bit.ly/2WMkPBF
Foundations Built for a General Theory of Neural Networks
http://bit.ly/2RKxdhE
http://bit.ly/2RMskVw
Common license types for datasets
http://bit.ly/2WORh6D
A Self-Learning, Modern Computer Science Curriculum
http://bit.ly/2WMkPSb
Which European cities have gotten warmer? (Spoiler: All of them.)
http://bit.ly/2WMkPBF
Foundations Built for a General Theory of Neural Networks
http://bit.ly/2RKxdhE