jaeho3690

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.

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

pytorch-transformer-ts

Repository of Transformer based PyTorch Time Series Models

time-series-papers

An up-to-date list of time-series related papers in AI venues.

ml-papers

My collection of machine learning papers

awesome-adapter-resources

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Benchmarking_DL_MIMICIII

Raincoat

Domain Adaptation for Time Series Under Feature and Label Shifts

medical-ai-experiments

A repository to house some personal attempts to beat some state-of-the-art for medical datasets

LIMU-BERT-Public

A lite BERT-like representation model for IMU sensor data

Wild-Time

Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)

codats

Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)

SimStock-Representation-Model-for-Stock-Similarities

Official Implementation of SimStock : Representation Model for Stock Similarities

InterpretTime

Implementation of the InterpretTime framework

medical_ts_datasets

PyRb

Python Rebalancer

DeepMCDD

Multi-class Data Description for Out-of-distribution Detection

pointgrid

Transform a 2D point distribution to a hex grid to avoid overplotting in data visualizations

SketchXAI

[CVPR 2023] SketchXAI: A First Look at Explainability for Human Sketches

SSL_Comparison

A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?

lightning-lr-find

Finding good learning rate in PyTorch Lightning

Model.Summary

The propertices of image models.

KG_backup