Deep Lake, a Lakehouse for Deep Learning: Current Challenges

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Tensor Storage Format

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Conclusions, Acknowledgement, and References

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Machine Learning Use Cases

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Related Work

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Deep Lake System Overview

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Performance Benchmarks

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Deep Lake, a Lakehouse for Deep Learning: Abstract and Intro

:::info Authors: (1) Sasun Hambardzumyan, Activeloop, Mountain View, CA, USA; (2) Abhinav Tuli, Activeloop, Mountain View, CA, USA; (3) Levon Ghukasyan, Activeloop, Mountain View, CA, USA; (4) Fariz Rahman, Activeloop, Mountain View, CA, USA;. (5) Hrant Topchyan, Activeloop, Mountain View, CA, USA; (6) David Isayan, Activeloop, Mountain View, CA, USA; (7) Mark McQuade, Activeloop, Mountain … Read more

Polkadot Enhances Decentralization in Ecosystem Growth With PolkaPort East Launch In Hong Kong

HONG KONG, Hong Kong, June 5th, 2024/Chainwire/–Web3 Foundation, the entity supporting the growth of the Polkadot ecosystem, has awarded a grant to PolkaPort East. The Decentralized Futures (DF) grant is designed to help further decentralize Polkadot while spearheading technical, community, and broader ecosystem adoption. PolkaPort East is an independent entity leading investor relations and growth … Read more

Solnarize’s Upcoming Presale: Insights Into The Sustainability-Focused Meme Coin And P2E Game

ABU DHABI, UAE, June 4th, 2024/Chainwire/–Solnarize is thrilled to announce that the presale of its $SRIZE tokens will commence on Friday, June 7th, 2024. This presale provides early participants the chance to engage with a project that combines innovative meme culture with the mission of promoting clean energy before listing on Raydium 48 hours after … Read more

Exploring Gauge-Higgs Inflation with Extra Dimensions: Abstract and Introduction

:::info Authors: (1) Toshiki Kawai, Department of Physics, Hokkaido University, Sapporo 060-0810, Japan (E-mail: t-kawai@higgs3.sci.hokudai.ac.jp); (2) Yoshiharu Kawamura, Department of Physics, Shinshu University, Matsumoto 390-8621, Japan (E-mail: haru@azusa.shinshu-u.ac.jp). ::: Table of Links Abstract and 1 Introduction 2 U(1) gauge theory on a warped background 3 Gauge-Higgs inflation on a warped background 4 Conclusions and discussions, … Read more

Microbial Dynamics: How Light-Driven Chemotaxis Creates an Algae-Bacteria Tug-of-War

:::info Authors: (1) Praneet Prakash, Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, United Kingdom (Email: pp467@cam.ac.uk); (2) Yasa Baig, Department of Applied Mathematics and Theoretical Physics, Centre for Mathematical Sciences, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, United Kingdom (Email: ymb27@cam.ac.uk); (3) … Read more

How To Use Target Encoding in Machine Learning Credit Risk Models  -  Part 2

In my previous story, Part 1 of this topic — https://hackernoon.com/how-to-use-target-encoding-in-machine-learning-credit-risk-models-part-1, we covered the derivation of the expression of WoE using maximum likelihood. Now, we will apply it practically on a random dataset. import pandas as pd import numpy as np import matplotlib.pyplot as plt import math from scipy.special import logit, expit We have imported … Read more

From Hack to Sale: The Journey of Stolen Data

Have you ever wondered what happens to stolen data when it goes to the Dark web? or how does someone purchase stolen data? or maybe the inner workings of currency when a purchase is made? In today’s interconnected world, the theft of data has become an increasingly prevalent issue, with cybercriminals constantly seeking new ways … Read more

Project IDX: A New Way to Code in the Cloud

In this article, we’ll explore Project IDX, a new code editor developed by Google. It has the potential to change the way we write and manage code. What Is Project IDX? Project IDX is like having VS Code, a popular code editor, but running on the cloud. This means you can access it from any … Read more

$10M for Founders, AI Agents, and More. Plus, Can AI Outperform Human Therapists?

Timing, perseverance, and ten years of trying will eventually make you look like an overnight success.” Christopher Stone, Co-founder of Twitter Welcome to the latest edition of the One More Thing in AI Newsletter. This edition is packed with insights and updates on AI developments that are essential for startup founders and business leaders. Let’s … Read more

Why 96% of Agile Transformations Fail – Here’s Why You Shouldn’t Bother

Over the past 4 years, I’ve looked at millions of data points from thousands of engineering teams, surveyed thousands of software engineers and coached dozens of engineering leaders. This research has included findings that 83% of software engineers suffer from burnout, 75% of software engineers face retaliation for reporting wrongdoing at work, and 89% of … Read more

ChainGPT Pad Launches $COOKIE To Introduce MarketingFi

DOVER, DE, USA, June 4th, 2024 — ChainGPT, the AI-powered Web3 infrastructure providing a diverse suite of tools and services, exclusively launches the latest IDO – $COOKIE. Through a partnership between Cookie DAO and Cookie3 and their common vision of MarketingFi unlocking the fair value exchange and re-distribution in web3 and beyond, $COOKIE has entered … Read more

Managing Architectural Tech Debt

When I think about technical debt, I still remember the first application I created that made me realize the consequences of an unsuitable architecture. It happened back in the late 1990s, when I was first getting started as a consultant. The client had requested use of the Lotus Notes platform to build a procurement system for their … Read more

How to Get Started Harnessing the Power of AI: Aligning Business Needs with the Right Solutions

By Ben Xiang, SVP, Product & Engineering, Veritone Artificial Intelligence (AI), particularly Large Language Models (LLMs), has emerged as a transformative force in business technology. However, the true value of these advanced AI tools lies in their strategic application to address specific business needs. The first–and critically important–step for businesses is to effectively evaluate their … Read more

Superposition: Pioneering High Fidelity DeFi on Extremely Performative Blockchains

By Alex Hoffman, Head of Ecosystem, Superposition Opportunity Let’s talk about the exciting new generation of highly performant, optimally parallelized blockchains that are changing the game. Latest layer 1 and layer 2 technology introduces high throughput solutions that push the boundaries of on-chain execution speed. These infrastructures are laying the groundwork for High Fidelity DeFi, … Read more

World of Dypians Triumphs in BNB Chain DAU Incentive Program, Secures $60,000 in BNB

In a significant achievement for the gaming industry, World of Dypians (WOD), an innovative MMORPG, has clinched the top spot in the prestigious BNB Chain DAU Incentive Program, earning $60,000 in BNB. This victory brings a substantial financial reward and solidifies WOD’s position as a key player in BNB Chain’s expanding ecosystem. The BNB Chain … Read more

Digital Holdings Group Champions Renewable Energy In Bitcoin Mining Sector

As global awareness of environmental impact intensifies, industries across the board are being called upon to adopt sustainable practices. The cryptocurrency sector, particularly Bitcoin mining, has come under fire for its excessive energy consumption, which is often powered by fossil fuels. In a bold move to address these concerns, Digital Holdings Group is setting a … Read more

CARV Secures Strategic Investment From NEOWIZ’s Web3 Gaming Platform Intella X Ahead Of Public Node

SANTA CLARA, California, June 4th, 2024/GamingWire/–CARV, the largest modular data layer for gaming and AI, today announced a strategic investment from Intella X ,the Web3 gaming platform backed by Korean gaming giant NEOWIZ. The investment, in the form of CARV node purchasing in anticipation of tomorrow’s public sale, will fuel greater synergies between the two … Read more

SNPad Announces Uniswap Listing And Plans To Transform TV Advertising With AI-Powered Platform

BUCHAREST, Romania, June 4th, 2024/Chainwire/–SNPad, a new Web3 platform integrating AI and blockchain for personalized TV advertising, announced the upcoming listing of its SNPAD token on Uniswap on June 4, 2024 at 12:00 UTC. The event represents a significant milestone in the project’s ambitious roadmap and will enable it to raise liquidity for SNPAD token … Read more