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Manisha — Person Summaries

AI-powered summaries of 5 videos about Manisha.

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KAN Practical Implementation (Kolmogorov–Arnold Networks Algorithm)

AI Researcher · 2 min read

Kolmogorov–Arnold Networks (KAN) are put to work on a heart-disease classification task using a practical Python pipeline: load a Kaggle dataset,...

Heart Disease ClassificationKolmogorov–Arnold NetworksHyperparameter Tuning

KAN: Kolmogorov–Arnold Networks Paper Explained

AI Researcher · 2 min read

Kolmogorov–Arnold Networks (KAN) are presented as a multi-layer neural network alternative designed to represent functions with fixed activation...

Kolmogorov–Arnold NetworksSymbolic RegressionContinual Learning

Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation

AI Researcher · 2 min read

Multilayer perceptron (MLP) neural networks are a foundational feedforward model built to learn nonlinear patterns for prediction tasks like...

Multilayer PerceptronNeural Network BasicsTensorFlow Implementation

How to Integrate RAG - Retrieval Augmented Generation into a LLM? (Practical Demo)

AI Researcher · 3 min read

Retrieval-Augmented Generation (RAG) is presented as a practical way to make a language model answer questions using external, user-provided sources...

Retrieval Augmented GenerationVector EmbeddingsCosine Similarity

Run any LLMs locally: Ollama | LM Studio | GPT4All | WebUI | HuggingFace Transformers

AI Researcher · 3 min read

Running large language models locally boils down to one trade-off: keeping data on-device and gaining control over models and prompts, while paying...

Local LLMsGPU InferenceQuantization