James Khan's repositories
attentive-neural-processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
A list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
Awesome-Traffic-Agent-Trajectory-Prediction
This is a list of papers related to traffic agent trajectory prediction.
betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
computer-vision-in-action
学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
DiffSTG
Code for DiffSTG
gnn_transformers
Workshop lesson material for the GNN and Transformers workshop
Mars-surface-image-segmentation-dataset-for-Tianwen-1-Mission
Mars surface image segmentation dataset for Tianwen-1 Mission
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
MODNet
A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
OpenMMLabCourse
OpenMMLab course index and materials
rnn-vessels-trajectory-prediction
RNN Application of Coordinate Systems for Vesssel Trajectory prediction
Satellite-Imagery-Datasets-Containing-Ships
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
ship-track-estimators
A software package designed for estimating historical ship tracks utilising either Kalman filters or Gaussian processes.
ship-trajectory-prediction
Ship trajectory prediction using Recurrent Neural Networks (RNNs).
ships
Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, and architectures"
STKCodeExamples
Example scripts and applications for automating and developing with STK and STK Engine.
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
toys
Toy models, experiments and random notes on machine learning and deep learning.
UDTL
Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM
variational-rnn-cyclones
Variational RNNs for cyclone track prediction
ydata-synthetic
Synthetic data generators for tabular and time-series data
Yolo-ArbV2
在保持GT框检测的同时检测并输出多边形位置信息。