Python - 100天从新手到大师

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📚 从零开始的大语言模型原理与实践教程

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Practice your pandas skills!

TensorFlow examples

A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

Lightweight, useful implementation of conformal prediction on real data.

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

Quantized Neural Networks (QNNs) on PYNQ

Code examples for Robotics, Vision & Control 3rd edition in Python

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enabling layer-wise analysis of hidden states and predictions.

This repository holds the Google Colabs for the EdX TinyML Specialization

Personal analysis of the "Solar home electricity" dataset from Ausgrid

OpenSynth Model Repository

Workshop assignments on power-grid-model: A distribution power system analysis library

AI for Intelligent Energy Systems Workshop is a three day workshop hosted by TU Delft DAI Lab. The workshop focuses on the applications of NLP/LLM, GNNS and RL in Energy Systems. The code labs in w…