Kun-Lin Lee's starred repositories
Awesome-LLM-RAG
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
gemma_pytorch
The official PyTorch implementation of Google's Gemma models
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
recurrent-memory-transformer-pytorch
Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
block-recurrent-transformer-pytorch
Implementation of Block Recurrent Transformer - Pytorch
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 toolbox/library for reality-centric machine/deep learning and data mining on partially-observed time series with PyTorch, including SOTA neural network models for science tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data.
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