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tags Reinforcement learning, NLP
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tags Transformers, GPT, OPT: Open Pre-trained Transformer, NLP blog post Meta AI announcement blog post paper (Shuster et al. 2022) Architecture It is based on a pre-trained OPT model, with some optimizations to make it better as a dialog agent, such as l…
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tags Cellular automata papers (Chan 2019; Chan 2020) Lenia is a continuous cellular automaton initially developed by Bert Chan.
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tags Neural networks, Machine learning, Optimization A common algorithm for neural network training is backpropagation.
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tags Search, Neural networks Neural architecture search (NAS) is a method for finding neural networks architectures.
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tags Algorithm, Neural networks
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tags Recurrent neural networks source (Voelker et al. 2019) Summary This paper introduces the LMU recurrent cell.
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tags Climate Renewable energy Non-renewable energy
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tags Climate Scopes of carbon emissions Usually, greenhouse gas emissions are divided into multiple categories that correspond to different scopes of involvement in the emissions.
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tags Climate, Carbon emissions Carbon capture consists in using devices to re-capture and store some the carbon emissions emitted in the past or that will be emitted in the near future.
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tags Climate, Economic liberalism, Taxation The idea behind the carbon tax is to tax carbon emissions from private entities, public institutions or individual so as to create an economic incentive for emitting less carbon dioxyde.
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tags Climate, Carbon emissions The Carbon Con, an article from Source Material Bibliography
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tags Complex Systems International environmental agreements From (Pouw et al. 2022): First, at the international level, universal coalitions are more cost-efficient and effective than fragmented regimes, but more difficult to negotiate and less stable.
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tags Economics, Economic liberalism Flexible work and exploitation (Chung 2022) Gig economy and unions (Gray 2022) Bibliography Heejung Chung. 2022.
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tags ALife Conference, Artificial life Day 1 Tutorial - Functional programming for artificial life Tutorial - Visualization Principles and Techniques for Research in ALife Mike Levin - Keynote Lecture Day 2 Sara Walker, keynote Lecture About what life mea…
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tags Neural networks resources Transformer catalog, The illustrated transformer Transformers are a neural network architecture based on a mechanism called Attention.
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tags Signal processing From this tweet: The marginals \(fX\) and \(fY\) of a joint distribution \(f(x, y)\) can be seen as the Radon transform of \(f(x,y)\) in the \(θ=0\) and \(θ=π/2\) directions.
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tags Art, Algorithm
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tags Coding, Art
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tags Neural architecture search source (Pham et al. 2018) Summary Like other papers, the controller is a RNN that generates each part of the architecture in sequence.
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tags Art Cellular automata have been used a lot to create various forms of Generative art.
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tags Artificial Intelligence, Applied maths Machine learning is about constructing algorithms that can approximate complex functions from observations of input/output pairs.
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tags Compression, Entropy coding Python implementation from heapq import heappush, heappop, heapify def huffman_coding(frequency_dict): # Create a heap of tuples (frequency, character, code) heap = [[frequency, [character, ""]] for character, frequency in…
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tags Machine learning
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tags Computer vision Image classification is a machine learning associated with Computer vision.
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tags Computer vision
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tags Economics Definition The resource curse is a phenomenon in which countries with an abundance of natural resources, such as oil, minerals, and other raw materials, often end up with slower economic growth and less democratic governments than countries…
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tags Economics resources Wikipedia Definition From (Corden 1984): The term Dutch Disease refers to the adverse effects on Dutch manufacturing of the natural gas discoveries of the nineteen sixties, essentially through the subsequent appreciation of the Du…
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tags Machine learning In reinforcement learning, agents take actions within an environment.
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tags Climate, Energy Gigafactories The word gigafactory was coined by Tesla, who started building its first massive factory in 2014 in Nevada.
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tags Mathematics, Signal processing Gibbs phenomenon The Gibbs phenomenon appears when a discontinuous function is approximated with Fourier coefficients.
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tags Complex Systems L-systems are string re-writing systems.
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tags Coding Einops is a array manipulation paradigm that uses string description of the array operations to make complex manipulations (such as summing, broadcasting and reshaping on specific axes only) easier.