Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

📚 A Collection of Free & Open Resources for University Coursework in Computer Science.

The official repo of EurekaClaw

This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.

🎸 music theory helper 🎵

A framework for conducting polymer reference interaction site model (PRISM) calculations

RepTate (Rheology of Entangled Polymers: Toolkit for Analysis of Theory & Experiment)

A Python 3 package that provides a musical framework to analyse chords

Machine Learning Function Approximation: This code implements the fully-connected Deep Neural Network (DNN) architectures considered in the paper "The gap between theory and practice in function approximation with deep neural networks" available at https://arxiv.org/abs/2001.07523

Official implementation for the paper: Deep Learning under Continuous Distribution Shift: The Non-Stationary NTK and Spectral Tracking SDE for Quantitative Finance

Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.

Cosmological Python package for forecasts of Large-Scale Structutre clustering with the fourier power spectra and bispectra. Focusing on large scales with the inclusion of wide-separation, relativistic and Primordial non-Gaussianity.

This is an overview of basic math, electronics, physics, and some other science stuff that a Software/Computer Engineer may require.

Audio and Speech Signal Processing project about musical note identification.

[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees

Blockchain Technology Fundamentals - Undergraduate course INTE264[1|2] at RMIT University

OFC4HCI – Python Toolbox with Optimal Feedback Control Models for Modeling Human-Computer Interaction (including, e.g., MinJerk, LQR, and LQG)

FLIM Digital Twin

Regular Expression Tester

official tensorflow implementation of "On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network"