Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

Facial Expression Analysis Toolbox

Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

Taming Stable Diffusion for Lip Sync!

AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

This repository contains the experimental code for the "Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting" paper

Over 10 years of hourly energy consumption data from PJM in Megawatts

Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

Codes for paper "Seamless and multi-resolution energy forecasting"

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting

Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)

Study with M_Studio RPG Course

课件：数字图像处理，深度学习，计算机视觉，机器学习

用于机器学习的语音特征提取，包含FBank和MFCC等，原理讲解和step by step的实现

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Mac OS X Screen Saver powered by a Web View

Metric Learning (npair loss & angular loss) on mnist and Visualizing by t_SNE

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

Adversarial Training for Solving Inverse Problems

Official PyTorch implementation of Contrastive Learning of Musical Representations

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG