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CyberDancer

MARS v3 sweep: beating SASRec

d3b75d1 verified 4 months ago

mars
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
marsv2
MARS v2: Temporal-Gated Linear Attention for SeqRec 4 months ago
sasrec
MARS v2: Temporal-Gated Linear Attention for SeqRec 4 months ago
.gitattributes
1.52 kB
initial commit 4 months ago
README.md
702 Bytes
MARS v3 sweep: beating SASRec 4 months ago
data.py
13.5 kB
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
evaluate.py
7.01 kB
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
final_results.json
1.09 kB
MARS v2 final: optimized hyperparameters 4 months ago
mars_v3.py
26 kB
MARS v3 sweep: beating SASRec 4 months ago
model.py
28.5 kB
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
model_v2.py
16.5 kB
MARS v2: Temporal-Gated Linear Attention for SeqRec 4 months ago
models.pt
3.29 MB
xet

MARS v2 final: optimized hyperparameters 4 months ago
models_v3.pt
2.99 MB
xet

MARS v3: CE loss + contrastive learning + FMLP filters 4 months ago
results_v3.json
927 Bytes
MARS v3: CE loss + contrastive learning + FMLP filters 4 months ago
sweep.py
4.58 kB
MARS v3 sweep: beating SASRec 4 months ago
sweep_results.json
1.78 kB
MARS v3 sweep: beating SASRec 4 months ago
train.py
12.1 kB
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
train_final.py
10.4 kB
MARS v2 final: optimized hyperparameters 4 months ago
train_gpu.py
12.4 kB
MARS: Multi-scale Adaptive Recurrence with State compression 4 months ago
train_v2.py
9.5 kB
MARS v2: Temporal-Gated Linear Attention for SeqRec 4 months ago