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GateNLP
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gate-lf-pytorch-json
PyTorch wrapper for the LearningFramework GATE plugin
Apache License 2.0
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Allow usage of pytorch-hub
#49
johann-petrak
opened
5 years ago
0
Pytorch emits an odd message which screws up the process communication
#48
johann-petrak
closed
5 years ago
6
1905useorig: changes for using Elmo
#47
johann-petrak
closed
5 years ago
0
Make sure validation can be done using several batches!
#46
johann-petrak
opened
5 years ago
0
Make it possible to use the original format data
#45
johann-petrak
closed
5 years ago
8
Check use of ngrams with chunking!
#44
johann-petrak
closed
5 years ago
1
Chunking with a numerical feature causes an exception
#43
johann-petrak
closed
5 years ago
2
Use same metric for early stopping and saving best model
#42
johann-petrak
closed
5 years ago
0
Test if moving the model between machines works
#41
johann-petrak
closed
5 years ago
1
Always use CPU for application for now
#40
johann-petrak
closed
5 years ago
2
Better way to store the meta file with the modelwrapper or not store at all
#39
johann-petrak
closed
5 years ago
4
Make sure nothing on CUDA gets saved to the wrapper file
#38
johann-petrak
closed
5 years ago
0
Use the loss function configured from the modelwrapper/module
#37
johann-petrak
closed
5 years ago
0
Make logging output more concise
#36
johann-petrak
closed
5 years ago
1
Problem at application time on a CUDA-enabled system
#35
johann-petrak
closed
5 years ago
6
Setting seed does not allow to exactly reproduce results
#34
johann-petrak
closed
5 years ago
3
Allow CNN/LSTM to get chosen for ngrams from the command line
#33
johann-petrak
closed
5 years ago
1
Make early stopping parametrizable through a command line option
#32
johann-petrak
closed
5 years ago
0
Add module / layer for BiLSTM-CRF
#31
johann-petrak
opened
5 years ago
1
Add special module for LSTM-based sentence classification
#30
johann-petrak
closed
5 years ago
1
Check correct working with pre-trained embeddings and sentence classification
#29
johann-petrak
closed
5 years ago
1
Create our own module API
#28
johann-petrak
opened
5 years ago
0
Simplify and adapt with simplified python-data/lf
#27
johann-petrak
opened
5 years ago
0
Find a way how to pass arbitrary parameters/configuration from the command line and/or from a file
#26
johann-petrak
opened
5 years ago
8
Make sure we use a good way to create the python documentation
#25
johann-petrak
closed
5 years ago
1
Test under all supported python versions and environments
#24
johann-petrak
opened
6 years ago
0
Figure out the difference between importing a user module in python 3.5 vs. 3.6
#23
johann-petrak
closed
6 years ago
1
Allow to include regularization terms in the loss function
#22
johann-petrak
opened
6 years ago
0
Allow for gradient clipping
#21
johann-petrak
opened
6 years ago
2
Check why training using pre-trained embeddings or mapping does not work
#20
johann-petrak
closed
6 years ago
2
Make sure we do not save unnecessary data with the model
#19
johann-petrak
opened
6 years ago
2
Move all pre-defined models into their own modelzoo directory
#18
johann-petrak
closed
6 years ago
1
Make it easy to specify a model wrapper
#17
johann-petrak
opened
6 years ago
0
Make sure python Path methods are compatible with 3.x < 3.6
#16
johann-petrak
opened
6 years ago
0
--cuda False does not seem to work
#15
johann-petrak
closed
6 years ago
2
When there is a file, only use the sanitized base name in the layer name
#14
johann-petrak
opened
6 years ago
1
Proper interaction of save/load and cpu/gpu transfer
#13
johann-petrak
opened
6 years ago
0
Upgrade code to 0.4 of pytorch and require 0.4 minimum
#12
johann-petrak
opened
6 years ago
2
Check model file size after saving
#11
johann-petrak
closed
6 years ago
2
Sequence application needs to get properly implemented!
#10
johann-petrak
opened
6 years ago
1
Correct sharing of embedding parameters if same embedding id!
#9
johann-petrak
opened
6 years ago
0
Delegate pickling details for the dataset instance to the Dataset class
#8
johann-petrak
opened
6 years ago
0
Move handling of pre-calculated embeddings from the vocab to the module
#7
johann-petrak
closed
6 years ago
0
Better handling of training/validation set evaluations
#6
johann-petrak
opened
6 years ago
0
Separate function for validation set evaluation
#5
johann-petrak
opened
6 years ago
0
Make sure evaluation is correctly done for sequences
#4
johann-petrak
opened
6 years ago
0
Unique identifier for every layer we create
#3
johann-petrak
opened
6 years ago
1
Calculate / override LSTM hidden layer size, override architecture details
#2
johann-petrak
opened
6 years ago
1
Consider interfacing to tensorboard or CometML or both
#1
johann-petrak
opened
6 years ago
1