✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

An Intuitive Tutorial to Gaussian Processes Regression

Source code for Separable PINN

[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.

Tunable U-Net implementation in PyTorch

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal proce…

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

My Own Solution Manual of PRML

Official Implementation of "Factorial SDE for Multi-Output Gaussian Process Regression" (Daniel P. Jeong, Seyoung Kim) (AISTATS 2023)

Official repo for consistency models.

Consistency models trained on CIFAR-10, in JAX.

spectrum cartography via a mix of model-based and deep learning aided method.

Demos for deep learning

A Collection of Variational Autoencoders (VAE) in PyTorch.

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Scientific Computational Imaging COde

A collection of resources and papers on Diffusion Models

Pytorch 中文文档

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)