MAGICS-LAB

Northwestern University MAGICS Labs

United States of America

Pinned Repositories

BiSHop
[ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
Language:Python6 1 00
DNABERT
[Bioinformatics] DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
Language:Python6 0 01
DNABERT_2
[ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome
Language:Shell254 10 10658
DNABERT_S
DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models
Language:Python60 2 2113
NonparametricHopfield
Nonparametric Modern Hopfield Models
Language:Jupyter Notebook7 1 00
OutEffHop
[ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
Language:Python18 1 12
SparseModernHopfield
[NeurIPS 2023] On Sparse Modern Hopfield Model
Language:Python55 9 012
STanHop
[ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
Language:Python13 0 11
UHop
[ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
Language:Python7 1 00

MAGICS-LAB/DNABERT_2
[ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome
Language:Shell254 10 10658
MAGICS-LAB/DNABERT_S
DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models
Language:Python60 2 2113
MAGICS-LAB/SparseModernHopfield
[NeurIPS 2023] On Sparse Modern Hopfield Model
Language:Python55 9 012
MAGICS-LAB/OutEffHop
[ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
Language:Python18 1 12
MAGICS-LAB/STanHop
[ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
Language:Python13 0 11
MAGICS-LAB/NonparametricHopfield
Nonparametric Modern Hopfield Models
Language:Jupyter Notebook7 1 00
MAGICS-LAB/UHop
[ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
Language:Python7 1 00
MAGICS-LAB/BiSHop
[ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
Language:Python6 1 00
MAGICS-LAB/DNABERT
[Bioinformatics] DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
Language:Python6 0 01