Model Predictive-Control Basics
#Article #Data_Science #Casadi #Control_Systems #Model_Predictive_Control #Optimal_Control #Python
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#Article #Data_Science #Casadi #Control_Systems #Model_Predictive_Control #Optimal_Control #Python
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Telegraph
Model Predictive-Control Basics
A hands-on tutorial with Python and CasADi The post Model Predictive-Control Basics appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
Maximizing AI/ML Model Performance with PyTorch Compilation
#Article #MachineLearning #ArtificialIntelligence #DeepLearning #Python #Pytorch
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#Article #MachineLearning #ArtificialIntelligence #DeepLearning #Python #Pytorch
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Telegraph
Maximizing AI/ML Model Performance with PyTorch Compilation
Since its inception in PyTorch 2.0 in March 2023, the evolution of torch.compile has been one of the most exciting things to follow. Given that PyTorch’s popularity was due to its “Pythonic” nature, its ease of use, and its line-by-line (a.k.a., eager) execution…
Modular Arithmetic in Data Science
#Article #Data_Science #Deep_Dives #Machine_Learning #Mathematics #Modular #Python
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#Article #Data_Science #Deep_Dives #Machine_Learning #Mathematics #Modular #Python
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Telegraph
Modular Arithmetic in Data Science
Modular arithmetic is a mathematical system where numbers cycle back to the beginning after reaching a value called the modulus. The system is often referred to as “clock arithmetic” due to its similarity to how analog 12-hour clocks represent time. This…
Can LangExtract Turn Messy Clinical Notes into Structured Data?
#Article #LargeLanguageModels #ArtificialIntelligence #MachineLearning #Python #Structured_Data
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#Article #LargeLanguageModels #ArtificialIntelligence #MachineLearning #Python #Structured_Data
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Telegraph
Can LangExtract Turn Messy Clinical Notes into Structured Da…
Turning raw clinical notes into structured entities with LLMs. The post Can LangExtract Turn Messy Clinical Notes into Structured Data? appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
Help Your Model Learn the True Signal
#Article #MachineLearning #Cooks_Distance #DataScience #Python #Statistics
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#Article #MachineLearning #Cooks_Distance #DataScience #Python #Statistics
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Telegraph
Help Your Model Learn the True Signal
An algorithm-agnostic approach inspired by Cook's distance The post Help Your Model Learn the True Signal appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
Building a Modern Dashboard with Python and Tkinter
#Article #Programming #Data_Visualization #Deep_Dives #Python #Tkinter
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#Article #Programming #Data_Visualization #Deep_Dives #Python #Tkinter
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Telegraph
Building a Modern Dashboard with Python and Tkinter
Create polished GUIs and data dashboards with this versatile library The post Building a Modern Dashboard with Python and Tkinter appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
How We Reduced LLM Costs by 90% with 5 Lines of Code
#Article #Programming #Async #Editors_Pick #Llm #Productivity #Python
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#Article #Programming #Async #Editors_Pick #Llm #Productivity #Python
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Telegraph
How We Reduced LLM Costs by 90% with 5 Lines of Code
When clean code hides inefficiencies: what we learned from fixing a few lines of code and saving 90% in LLM cost. The post How We Reduced LLM Costs by 90% with 5 Lines of Code appeared first on Towards Data Science. Generated by RSStT. The copyright belongs…
Where Hurricanes Hit Hardest: A County-Level Analysis with Python
#Article #Data_Science #Climate_Change #Data_Visualization #Deep_Dives #Geospatial #Python
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#Article #Data_Science #Climate_Change #Data_Visualization #Deep_Dives #Geospatial #Python
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Telegraph
Where Hurricanes Hit Hardest: A County-Level Analysis with P…
Use Python, GeoPandas, Tropycal, and Plotly Express to map the number of hurricane encounters per county over the past 50 years. The post Where Hurricanes Hit Hardest: A County-Level Analysis with Python appeared first on Towards Data Science. Generated by…
Why Your Prompts Don’t Belong in Git
#Article #Large_Language_Models #Artificial_Intelligence #Generative_Ai #Prompt_Design #Prompt_Engineering #Python
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#Article #Large_Language_Models #Artificial_Intelligence #Generative_Ai #Prompt_Design #Prompt_Engineering #Python
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Telegraph
Why Your Prompts Don’t Belong in Git
The hidden cost of storing prompts in your source code The post Why Your Prompts Don’t Belong in Git appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
Google’s URL Context Grounding: Another Nail in RAG’s Coffin?
#Article #Large_Language_Models #Artificial_Intelligence #Data_Science #Gemini #Programming #Python
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#Article #Large_Language_Models #Artificial_Intelligence #Data_Science #Gemini #Programming #Python
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Telegraph
Google’s URL Context Grounding: Another Nail in RAG’s Coffin?
Google’s hot streak in AI-related releases continues unabated. Just a few days ago, it released a new tool for Gemini called URL context grounding. URL context grounding can be used stand-alone or combined with Google search grounding to conduct deep dives…
The Math You Need to Pan and Tilt 360° Images
#Article #Math #360_Photo #3d #Vision #Linear #Algebra #Programming #Python
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#Article #Math #360_Photo #3d #Vision #Linear #Algebra #Programming #Python
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Telegraph
The Math You Need to Pan and Tilt 360° Images
Panning a spherical image is just a horizontal roll, but tilting it vertically is much trickier. Let's see the math! The post The Math You Need to Pan and Tilt 360° Images appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to…