A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Reasoning over knowledge graphs using tensor-based methods

Tensor Train via Recursive Sketching

Minimal matrix-product state algorithms library.

Ab initio simulator for thermal transport and lattice anharmonicity

Tensor Networks for Machine Learning

Tensor Network Learning with PyTorch

Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.

Pytorch Real-Time Image Classification with CNN

Modular Multi-Agent System for Scientific Research Assistance

Quantum Krylov algorithm for solving the lattice Schwinger model

Code for Exact Diagonalization of Quantum Many-Body Hamiltonians and Lattice (Abelian and Non-Abelian) Gauge Theories in D=1,2,3 spatial dimensions

Tensorflow implementation of WGAN (Wasserstein Generative Adversarial Networks)

A randomized algorithm for the compressed MPS MPO product

Simulation of chemical dynamics in high dimensionality with low-rank functional tensor-train Chebyshev (FTTC) quantum dynamics

Library for computing with multidimensional functions

Code for the paper Normalizing Flows are Capable Models for RL

Riemannian Adaptive Optimization Methods with pytorch optim

Official implementation of "Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery," IEEE TPAMI, 2023

Continuous Representation Methods, Theories, and Applications: An Overview

TensorNet (TensorFlow implementation)

A JAX implementation of a Convolutional Neural Network (CNN) for classifying handwritten digits from the MNIST dataset.

This repository offers a hands-on guide to machine learning with Python, featuring a Jupyter notebook on data processing, regression techniques, evaluation, and optimization. It's suitable for lear…

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…

Awesome resources on normalizing flows.