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Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series Towards Data Science

Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time SeriesTowards Data Science A step-by-step breakdown of empirical mode decomposition to help you extract patterns from time series
The post Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series appeared first on Towards Data Science.

 A step-by-step breakdown of empirical mode decomposition to help you extract patterns from time series
The post Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series appeared first on Towards Data Science. Read More  

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YARA-X 1.10.0 Release: Fix Warnings, (Sun, Nov 23rd)SANS Internet Storm Center, InfoCON: green

YARA-X’s 1.10.0 release brings a new command: fix warnings. If you have a rule that would generate a warning with a help section (explaining how to fix it), like this example rule:   rule FixableCountWarning { strings: $a1 = “malicious” $a2 = “badstuff” condition: 0 of ($a*) } Then YARA-X from version 1.10.0 on can […]

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Google DeepMind Introduces Nano Banana Pro: the Gemini 3 Pro Image Model for Text Accurate and Studio Grade Visuals MarkTechPost

Google DeepMind Introduces Nano Banana Pro: the Gemini 3 Pro Image Model for Text Accurate and Studio Grade VisualsMarkTechPost Nano Banana Pro, also called Gemini 3 Pro Image, is Google DeepMind’s new image generation and editing model built on Gemini 3 Pro. It is positioned as a state of the art system for creating and editing images that must respect structure, world knowledge and text layout, not only style. Nano Banana Pro follows Nano
The post Google DeepMind Introduces Nano Banana Pro: the Gemini 3 Pro Image Model for Text Accurate and Studio Grade Visuals appeared first on MarkTechPost.

 Nano Banana Pro, also called Gemini 3 Pro Image, is Google DeepMind’s new image generation and editing model built on Gemini 3 Pro. It is positioned as a state of the art system for creating and editing images that must respect structure, world knowledge and text layout, not only style. Nano Banana Pro follows Nano
The post Google DeepMind Introduces Nano Banana Pro: the Gemini 3 Pro Image Model for Text Accurate and Studio Grade Visuals appeared first on MarkTechPost. Read More  

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Your Next ‘Large’ Language Model Might Not Be Large After All Towards Data Science

Your Next ‘Large’ Language Model Might Not Be Large After AllTowards Data Science A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning tasks
The post Your Next ‘Large’ Language Model Might Not Be Large After All appeared first on Towards Data Science.

 A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning tasks
The post Your Next ‘Large’ Language Model Might Not Be Large After All appeared first on Towards Data Science. Read More  

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Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL Rollouts MarkTechPost

Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL Rollouts MarkTechPost

Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL RolloutsMarkTechPost How do you keep reinforcement learning for large reasoning models from stalling on a few very long, very slow rollouts while GPUs sit under used? a team of researchers from Moonshot AI and Tsinghua University introduce ‘Seer’, a new online context learning system that targets a specific systems bottleneck in reinforcement learning for large language
The post Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL Rollouts appeared first on MarkTechPost.

 How do you keep reinforcement learning for large reasoning models from stalling on a few very long, very slow rollouts while GPUs sit under used? a team of researchers from Moonshot AI and Tsinghua University introduce ‘Seer’, a new online context learning system that targets a specific systems bottleneck in reinforcement learning for large language
The post Moonshot AI Researchers Introduce Seer: An Online Context Learning System for Fast Synchronous Reinforcement Learning RL Rollouts appeared first on MarkTechPost. Read More  

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How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent Coordination MarkTechPost

How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent CoordinationMarkTechPost In this tutorial, we code a mini reinforcement learning setup in which a multi-agent system learns to navigate a grid world through interaction, feedback, and layered decision-making. We build everything from scratch and bring together three agent roles: an Action Agent, a Tool Agent, and a Supervisor, so we can observe how simple heuristics, analysis,
The post How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent Coordination appeared first on MarkTechPost.

 In this tutorial, we code a mini reinforcement learning setup in which a multi-agent system learns to navigate a grid world through interaction, feedback, and layered decision-making. We build everything from scratch and bring together three agent roles: an Action Agent, a Tool Agent, and a Supervisor, so we can observe how simple heuristics, analysis,
The post How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent Coordination appeared first on MarkTechPost. Read More  

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Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off Towards Data Science

Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-OffTowards Data Science The best models live in the sweet spot: generalizing well, learning enough, but not too much
The post Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off appeared first on Towards Data Science.

 The best models live in the sweet spot: generalizing well, learning enough, but not too much
The post Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off appeared first on Towards Data Science. Read More  

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How Wipro PARI accelerates PLC code generation using Amazon Bedrock Artificial Intelligence

How Wipro PARI accelerates PLC code generation using Amazon Bedrock Artificial Intelligence

How Wipro PARI accelerates PLC code generation using Amazon BedrockArtificial Intelligence In this post, we share how Wipro implemented advanced prompt engineering techniques, custom validation logic, and automated code rectification to streamline the development of industrial automation code at scale using Amazon Bedrock. We walk through the architecture along with the key use cases, explain core components and workflows, and share real-world results that show the transformative impact on manufacturing operations.

 In this post, we share how Wipro implemented advanced prompt engineering techniques, custom validation logic, and automated code rectification to streamline the development of industrial automation code at scale using Amazon Bedrock. We walk through the architecture along with the key use cases, explain core components and workflows, and share real-world results that show the transformative impact on manufacturing operations. Read More