Kun-Lin Lee's starred repositories
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
Time-Series-Library
A Library for Advanced Deep Time Series Models.
PyPOTS
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation, classification, clustering, forecasting, & anomaly detection on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
rotary-embedding-torch
Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
pytorch-forecasting
Time series forecasting with PyTorch
fm-cheatsheet
Website for hosting the Open Foundation Models Cheat Sheet.
tweetbotornot
🤖 R package for detecting Twitter bots via machine learning
social-network-analysis-papers
:family: Social Network Analysis Papers
bot-followers
🍊 Find out how many bots follow any given Twitter acount
coordination-network-toolkit
A small command line tool and set of functions for studying coordination networks in Twitter and other social media data.
dna_encoding
Convert digital information into DNA a sequence
dora-from-scratch
LoRA and DoRA from Scratch Implementations
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
EffectivePyTorch
PyTorch tutorials and best practices.
pytorch-custom-utils
Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new AI research
self-rewarding-lm-pytorch
Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.