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Navigate the Wired • Thoughts on mathematics, machine learning, and digital consciousness

From 0.76 to 0.78: A 48-Hour Hackathon Journey in Data Science

machine-learning hackathon data-science catboost hiparis project

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Neural Tangent Kernel: A theoretical view of Deep Learning Theory

linear-regression machine-learning

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The Causal Inference Series : Part I

causal_inference data maths

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CatBoost : Hype or Not ?

ml deep-learning benchmarks catboost decision_trees

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Byte Pair Encoding: Explained

llm gpt-2 ml deep-learning BPE encoding

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Demystifying Linear Regression: From Basic Equations to Loss Functions

linear-regression machine-learning

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A Deep Dive into Attention Mechanisms: The Secret Ingredient of Modern NLP

deep-learning transformers attention nlp

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Choosing the Right Metrics: How to Actually Know if Your Model is Any Good

llm gpt-2 ml deep-learning benchmarks

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Diving Deep: My First Public Project - Training a GPT-2 Level LLM from Scratch!

llm gpt-2 transformers machine deep-learning project

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