Ax and BoTorch are two PyTorch experimentation frameworks created by Facebook AI Research.

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Source: https://medium.com/@rankjay0101/introduction-to-deep-learning-with-pytorch-from-facebook-udacity-facebook-pytorch-scholarship-166a204922b0

I recently started a new newsletter focus on AI education. TheSequence is a no-BS( meaning no hype, no news etc) AI-focused newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

Streamlining the cycle from experimentation to production is one of the hardest things to achieve in modern machine learning applications. Among the deep learning frameworks in the market, Facebook-incubated PyTorch has become a favorite of the data science community for its flexibility in order to rapidly model and run experiments. However, many of the challenges of experimentation in deep learning applications go beyond the capabilities of a specific framework. The ability of data scientists to evaluate different models or hyperparameter configurations is typically hindered by the expensive computation resources and time needed to run those experiments. …


DeepMind researchers created a model to be able to replay past experiences in a way that simulate the mechanisms in the hippocampus.

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Source: https://www.theweek.in/news/sci-tech/2020/05/08/Robots-can-help-reduce-human-contact-transmission-of-disease-during-COVID-19-pandemic.html

I recently started a new newsletter focus on AI education. TheSequence is a no-BS( meaning no hype, no news etc) AI-focused newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

The ability to use knowledge abstracted from previous experiences is one of the magical qualities of human learning. Our dreams are often influenced by past experiences and anybody that has suffered a traumatic experience in the past can tell you how constantly see flashes of it in new situations. The human brain is able to make rich inferences in the absence of data by generalizing past experiences. This replay of experiences is has puzzled neuroscientists for decades as its an essential component of our learning processes. …


Weekly newsletter that discusses impactful ML research papers, cool tech releases, the money in AI, and real-life implementations.

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The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence.

📝 Editorial

In the current issues of TheSequence Edge, we have been covering different topics related to security in machine learning models. Security and privacy are the aspects of machine learning solutions that are often ignored until they become a problem. In some contexts, nobody can dispute the importance of preserving privacy in training datasets in machine learning models. …

About

Jesus Rodriguez

CEO of IntoTheBlock, Chief Scientist at Invector Labs, Guest lecturer at Columbia University, Angel Investor, Author, Speaker.

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