Kun-Lin Lee (LeeKLTW)

LeeKLTW

Geek Repo

Company:Aiello.ai

Location:Taipei, Taiwan

Home Page:https://www.linkedin.com/in/kun-lin-lee-4248b796/

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Kun-Lin Lee's starred repositories

llmware

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

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Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

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captum

Model interpretability and understanding for PyTorch

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gemma_pytorch

The official PyTorch implementation of Google's Gemma models

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memformer

Implementation of Memformer, a Memory-augmented Transformer, in Pytorch

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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.

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recurrent-memory-transformer-pytorch

Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch

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block-recurrent-transformer-pytorch

Implementation of Block Recurrent Transformer - Pytorch

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whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

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pyspi

Comparative analysis of pairwise interactions in multivariate time series.

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spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

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tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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Time-Series-Library

A Library for Advanced Deep Time Series Models.

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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.

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InternLM

Official release of InternLM2 7B and 20B base and chat models. 200K context support

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

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pytorch-forecasting

Time series forecasting with PyTorch

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fm-cheatsheet

Website for hosting the Open Foundation Models Cheat Sheet.

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sktime

A unified framework for machine learning with time series

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CooRnet

Given a set of URLs, this packages detects coordinated link sharing behavior on social media and outputs the network of entities that performed such behaviour.

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tweetbotornot

🤖 R package for detecting Twitter bots via machine learning

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social-network-analysis-papers

:family: Social Network Analysis Papers

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bot-followers

🍊 Find out how many bots follow any given Twitter acount

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coordination-network-toolkit

A small command line tool and set of functions for studying coordination networks in Twitter and other social media data.

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dna_encoding

Convert digital information into DNA a sequence

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dora-from-scratch

LoRA and DoRA from Scratch Implementations

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