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

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."

Language:Jupyter NotebookLicense:MITStargazers:751Issues:0Issues:0

tsai

Time series Timeseries Deep Learning Machine Learning Python 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 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

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InternLM

Official release of InternLM2.5 7B base and chat models. 1M context support

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nanoGPT

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

Language:PythonLicense:MITStargazers:34889Issues:0Issues:0

rotary-embedding-torch

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

Language:PythonLicense:MITStargazers:471Issues:0Issues:0

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

License:MITStargazers:55Issues:0Issues:0

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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minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Language:PythonLicense:MITStargazers:8758Issues:0Issues:0

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

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pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

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EffectivePyTorch

PyTorch tutorials and best practices.

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pytorch-custom-utils

Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new AI research

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self-rewarding-lm-pytorch

Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

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taipy

Turns Data and AI algorithms into production-ready web applications in no time.

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mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

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awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

License:CC0-1.0Stargazers:3526Issues:0Issues:0