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machine-learning

Before AI Predicts Your Next Friend, It Needs to Do This First

TL;DR In this post well continue working on link prediction with the Twitch dataset.

By @andrei9735 [ 7 Min read ]

Read part 1 here.

We start with the graph data that we have in Neptune DB after uploading the lists of vertices and edges using the Neptune Bulk Loader API (as described in Part 1 of this guide).

And then it uploads the exported data to S3...

machine-learning

AI Coding Tools Are Still in the RD Stage

TL;DR According to Stack Overflows 2024 survey, 76% of developers are using or planning to use AI tools.

By @@javar97 [ 7 Min read ]

The main UX concepts these tools introduce are:

Getting familiar with "suggestions" isn't complicated. AI assistants started with them, which first caught our attention. Chats are straightforward: insert files into context, iterate, apply, and validate the results.

To become proficient with composers, you need to understand three key concepts:..

web3

Bitcoin Is Eerily Resembling the Financial System It Was Meant to Replace

TL;DR While Bitcoins design brilliantly enables decentralization, human nature consistently pulls us toward centralization.

By @edwinliavaa [ 3 Min read ]

Today, we need to confront an uncomfortable truth, while Bitcoin's design brilliantly enables decentralization, human nature consistently pulls us toward centralization. Is this tension simply a manifestation of greed, or something more fundamental to human behavior?..

machine-learning

Deep Learning Runs on Floating-Point Math. What If That’s a Mistake?

TL;DR Dive into the comparitive analysis between logarithmic and floating-point arithmetic in neural nets using the commonly used MNIST dataset.

By @abhiyanampally_kob9nse8 [ 40 Min read ]

Floating-Point arithmetic is the standard numerical representation in most deep learning frameworks, such as PyTorch and TensorFlow. FP numbers have:

However, addition and subtraction in LNS require approximations, leading to reduced precision.

Here’s a breakdown of my experimental implementation of the Logarithmic Number System (LNS).

Division becomes subtraction:

Aspect..

web3

How Blockchain Became Myanmar’s Secret Weapon Against a Totalitarian Regime

TL;DR Myanmar Spring Revolution is empowered by Blockchain as both care about democracy, Federalism, civil liberties and decentralization.

By @heinhtetkyaw [ 5 Min read ]

Myanmar has been under totalitarian regimes with state socialist cooperative policies since the 1960s, consistently subjected to military bureaucracy. To comprehend the impact of blockchain economics on Myanmar, it is essential to first understand the country's economic and political transformation...

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-Learn to Create an Algorithm That Can Predict User Behaviors Using AI