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    Transformers in Pytorch from scratch for NLP Beginners

    Everything you need in one python file, without extra libraries Two weeks ago, I wanted to understand Transformers. I read the original paper, I read articles I could find online, I listened to podcas...

    Wed, 17 Feb 2021 21:12:46 GMT

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    Wed, 17 Feb 2021 21:12:46 GMT

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    Why do we close nuclear reactors?

    Nuclear reactors may be closed for four main reasons: they reached their end of life, they had an accident, they had technical problems and couldn’t be repaired, or a political decision made them cl...

    Sun, 02 Apr 2023 22:23:52 GMT

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    Sun, 02 Apr 2023 22:23:52 GMT

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    How many people died because of the Chernobyl disaster?

    Several studies and organizations investigated deaths related to the Chernobyl accident. I present their results. This article is part of a series on the DEC Report. The DEC report is a 200+ pages fr...

    Sun, 02 Apr 2023 18:29:33 GMT

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    Sun, 02 Apr 2023 18:29:33 GMT

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    Energy, EROI and limits to growth

    What is the limit to the amount of energy we can produce? Is EROI the best metric for future constraints? Let’s see! In this article, I provide a simple algorithm to evaluate if a strategy is credi...

    Sun, 02 Apr 2023 14:07:27 GMT

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    Sun, 02 Apr 2023 14:07:27 GMT

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    How much fossil fuel do we consume each year?

    Can we really grasp how much fossil fuels we consume each year? Is it a lot? Not that much? Can we easily do an energy transition for climate change? Or is our consumption of fossil fuel so fundamenta...

    Sun, 02 Apr 2023 11:58:25 GMT

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    Sun, 02 Apr 2023 11:58:25 GMT

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    How I assessed the global potential of nuclear energy

    This article is part of a series on the DEC Report. The DEC report is a 200+ pages freely accessible report I wrote on climate change and energy. It assesses the world’s potential to tackle climate ...

    Sat, 01 Apr 2023 20:08:49 GMT

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    Sat, 01 Apr 2023 20:08:49 GMT

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    How I evaluated the world’s potential for wind energy

    This article is part of a series on the DEC Report. The DEC report is a 200+ pages freely accessible report I wrote on climate change and energy. It assesses the world’s potential to tackle climate ...

    Sat, 01 Apr 2023 17:46:21 GMT

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    Sat, 01 Apr 2023 17:46:21 GMT

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    How I evaluated the world’s potential for solar energy

    This article is part of a series on the DEC Report. The DEC report is a 200+ pages freely accessible report I wrote on climate change and energy. It assesses the world’s potential to tackle climate ...

    Sat, 01 Apr 2023 16:28:55 GMT

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    Sat, 01 Apr 2023 16:28:55 GMT

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    How I evaluated the world’s potential for hydroelectricity

    This article is part of a series on the DEC Report. The DEC report is a 200+ pages freely accessible report I wrote on climate change and energy. It assesses the world’s potential to tackle climate ...

    Sat, 01 Apr 2023 15:09:34 GMT

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    Sat, 01 Apr 2023 15:09:34 GMT

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    How I built an AI Image Enhancer

    What is a great image? It’s just the previous image with more contrast and saturation, right (/s) ? But at some point, the contrast or saturation is too high. And what if the creator of the image d...

    Sat, 01 Apr 2023 02:06:01 GMT

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    Sat, 01 Apr 2023 02:06:01 GMT

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    [Video] A Model for Language Acquisition

    In this video I introduce the prototype for language acquisition in the global Artificial General Intelligence project. https://medium.com/media/9a72c93624362c8105f1406f16ee1817/href The model I used...

    Wed, 26 Jan 2022 22:54:31 GMT

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    Wed, 26 Jan 2022 22:54:31 GMT

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    Simulons des pandémies

    Propagation d’un virus dans une population Cet article a pour but de transmettre un retour d’expérience sur la simulation de pandémies. Objectif? Comprendre les limites et l’intérêt de ces a...

    Thu, 22 Oct 2020 11:56:53 GMT

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    Thu, 22 Oct 2020 11:56:53 GMT

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    Neural Network in C++ From Scratch and Backprop-Free Optimizers

    In this article I’ll present a beginner-oriented framework implementing neural networks in C++. The main goal of this code is to understand the root of neural networks for beginners, it also allows ...

    Tue, 13 Oct 2020 23:03:00 GMT

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    Tue, 13 Oct 2020 23:03:00 GMT

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    A more parameter-efficient SOTA bottleneck! (2020/07)

    Linear Bottleneck with Efficient Channel Attention instead of Squeeze Excitation CNN are great blablabla… Let’s get to the point. SOTA for image classification on Imagenet is EfficientNet with 88....

    Sat, 25 Jul 2020 19:40:43 GMT

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    Sat, 25 Jul 2020 19:40:43 GMT

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    Visuels de l’apprentissage des réseaux de neurones

    Modification des représentations internes d’un réseau de neurones en cours d’entrainement 1. Le formalisme de l’apprentissage automatique L’apprentissage automatique est la science regroupan...

    Wed, 03 Jun 2020 19:07:53 GMT

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    Wed, 03 Jun 2020 19:07:53 GMT

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    Construire un serveur de Deep Learning en 2020

    [UPDATE 2020/10/03: Prise en compte des nouveaux GPUs de Nvidia] L’intelligence artificielle, à travers l’apprentissage profond, est une discipline bien établie. Les algorithmes utilisés progr...

    Sat, 16 May 2020 12:43:19 GMT

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    Sat, 16 May 2020 12:43:19 GMT

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