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AntreasAntoniou
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HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
https://arxiv.org/abs/1810.09502
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mini_imagenet_full_size.tar.bz2
#49
Poizoner
opened
3 months ago
2
The link of mini_imagenet gdrive folder doesn't work
#48
Sakiyary
opened
8 months ago
13
Can't Reproduce MAML++ accuracy on Mini-Imagenet, In fact MAML outperforms it.
#47
RoozbehSanaei
closed
10 months ago
5
Multi GPUs not working properly
#46
Apscg
opened
1 year ago
1
Questions about the difference between the paper and the code implementation.
#45
epoch599
opened
2 years ago
1
value error
#44
zkk-web
opened
2 years ago
1
How often are you calling the cosine annealer? (scheduler)
#43
brando90
closed
2 years ago
2
Backup running statistics is incorrect
#42
denizetkar
opened
2 years ago
2
AttributeError: 'list' object has no attribute 'keys'
#41
rishabh004-ai
opened
2 years ago
9
Sourcery refactored master branch
#40
sourcery-ai[bot]
closed
2 years ago
2
could you give some tips for building a fully-connected network with MAML++
#39
HeegerGao
opened
2 years ago
0
no defined parameter `learnable_per_layer_per_step_inner_loop_learning_rate`
#38
laiyongkui1997
opened
3 years ago
0
About zero_grad()
#37
whsun21
opened
3 years ago
0
Getting a MAML++ instance.
#36
brando90
opened
3 years ago
0
multi gpus version
#35
whsun21
opened
3 years ago
0
Meta-learned Checkpoints
#34
brando90
opened
4 years ago
0
about the "get_per_step_loss_importance_vector"
#33
liujianzhao6328057
opened
4 years ago
0
save and load optimizer stats along with the model
#32
pandeydeep9
closed
2 years ago
0
While saving model, save optimizer state dict as well
#31
pandeydeep9
closed
4 years ago
1
How many samples did you use for evaluation at meta-testing stage?
#30
abdullahjamal
opened
4 years ago
1
About the configs of `MAML` and `MAML++`
#29
yang-jin-hai
closed
4 years ago
4
How to deal with the situation when the number of inner-loop steps at test time is different from training time?
#28
Big-Wuu
opened
4 years ago
1
Run Meta test
#27
qianjiangcn
opened
4 years ago
1
Warm restarts?
#26
aatkinson
closed
2 years ago
2
How to fix the CUDA out of memory error when using Multi-Step Loss Optimization (MSL)?
#25
machanic
opened
4 years ago
1
line 244 in meta_neural_network_architectures.py
#24
RuohanW
opened
4 years ago
4
Bias in final layer
#23
bkj
opened
4 years ago
1
One question about Line 314 in meta_neural_network_architectures.py
#22
haichaoyu
opened
4 years ago
1
Improved syntax and usability
#21
jaywonchung
closed
2 years ago
0
Getting lesser accuracy on omniglot dataset than mentioned in the original paper.
#20
devil10
opened
4 years ago
3
Unable to use Custom Dataset
#19
alex-service-ml
opened
5 years ago
6
how to add lstm layer as meta learner
#18
boy-be-ambitious
opened
5 years ago
2
How to use dataparallel function of Pytorch in your implementation?
#17
rshaojimmy
opened
5 years ago
0
regarding google colab
#16
vainaixr
opened
5 years ago
0
regarding google colab
#15
vainaixr
closed
5 years ago
0
Dataset links
#14
oneHuster
closed
5 years ago
2
regarding google colab
#13
vainaixr
closed
5 years ago
3
Fix dictionary order dependent behavior
#12
namsan96
closed
5 years ago
1
Saved model consistency
#11
namsan96
closed
5 years ago
4
Questions about MAML training time
#10
ptkin
opened
5 years ago
2
Different performance on loading from saved parameters
#9
sholtodouglas
closed
5 years ago
3
Questions about new networks
#8
buaaswf
closed
5 years ago
3
Questions about mini-imagenet experiments
#7
silverbottlep
opened
5 years ago
10
Dataset links
#6
luizgh
closed
5 years ago
2
Training is very slow for MAML and MAML++?
#5
aniruddhraghu
closed
5 years ago
10
Missing attribute self.use_bias in init of BatchNormReLUConv
#4
simonguiroy
closed
5 years ago
2
argument `training` hard set to `True` in call to F.batch_norm
#3
simonguiroy
closed
5 years ago
3
fixed rotationaugmentation for omniglot
#2
polo5
closed
5 years ago
1
Create LICENSE
#1
AntreasAntoniou
closed
5 years ago
0