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tarrade
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proj_multilingual_text_classification
Explore multilingal text classification using embedding, bert and deep learning architecture
Apache License 2.0
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TPU for TensorFlow 2.1 not yet available for AI Platform training
#43
tarrade
closed
4 years ago
3
implement example with python client library for model training instead of gcloud
#42
tarrade
closed
4 years ago
1
region parameter not use in the yaml file when using ai platform training
#41
tarrade
closed
4 years ago
1
hyperparameter tuning with keras on GCP: failing for no reason
#40
tarrade
closed
4 years ago
2
see how to use TPU and keras with minimal modification
#39
tarrade
closed
4 years ago
1
move the model part in a function for ai platform training
#38
tarrade
closed
4 years ago
1
switch from gcloud to python client library for model serving
#37
tarrade
closed
4 years ago
1
clean up def batch_translate_text
#36
tarrade
closed
4 years ago
1
Store tf.data after the transformation needed for BERT in TFRecord files (preprocessing done only one)
#35
tarrade
closed
4 years ago
1
Batch Translation on GCP creates problems
#34
vluechinger
closed
4 years ago
1
be able to use any kind of model like xml-roberta
#33
tarrade
closed
4 years ago
0
max length with BERT: 512 or it was only in the original paper from Google ?
#32
tarrade
closed
4 years ago
1
Benchmark classical ML pipeline for the chosen datasets
#31
vluechinger
opened
4 years ago
1
Implement LASER and see if it is useful
#30
vluechinger
closed
4 years ago
1
compute the multilingual BERT model (512 sequence length) with a GPU and compare computation time and costs to the CPU run
#29
vluechinger
closed
4 years ago
1
compare multilingual BERT model to alternatives like XLM-RoBERTa
#28
vluechinger
closed
4 years ago
1
print_info_data (function in preprocessing) is incompatible with other data formats
#27
vluechinger
closed
4 years ago
1
add path when downloading pre trained model or tokenizer to not download them all the time
#26
tarrade
closed
4 years ago
1
add profiler in TensorBoard
#25
tarrade
closed
4 years ago
1
hyperparameter tunning: keras with Keras or GCP
#24
tarrade
closed
4 years ago
1
model interpretation with LIME and SHAP
#23
tarrade
opened
4 years ago
3
Find imdb-like movie review datasets in FR, DE and IT
#22
tarrade
closed
4 years ago
3
Dashboard migration for GCP notebook
#21
tarrade
opened
4 years ago
0
TensorBoard: it dispaly only 1 point instead of 5 batches * 2 epoch = 10 steps (not always!)
#20
tarrade
closed
4 years ago
1
Callback: get loss and accuracy for both training and testing and per step (NOT epoch)
#19
tarrade
closed
4 years ago
1
Migration of the code to Tensorflow 2.2.0
#18
tarrade
closed
4 years ago
6
Train the model with English Imdb (sentiment analysis movies review) but do inference with other datasets (DE, IT or FR)
#17
tarrade
closed
4 years ago
1
Use PCA and display embedding for few identique words but in 4 differents languages
#16
tarrade
opened
4 years ago
1
Save and serve the model using AI Platform serving
#15
tarrade
closed
4 years ago
2
Use custom image and AI Platform training GCP service to train the model
#14
tarrade
closed
4 years ago
1
Use AI Platform trainig GCP service to train the model
#13
tarrade
closed
4 years ago
2
Use GPU for training with stable model
#12
tarrade
closed
4 years ago
1
How to use TensorBoard with jupyter lab extension ?
#11
tarrade
closed
4 years ago
1
Issue with tf.data.experimental.cardinality
#10
tarrade
closed
4 years ago
3
How to inspect a BERT model ?
#9
tarrade
closed
4 years ago
1
TensorBoard: display plot as a function of nb epoch and as nb of steps
#8
tarrade
closed
4 years ago
1
What preprocessing steps are required / possible when using BERT?
#7
vluechinger
closed
4 years ago
2
How can we plot the model history in steps?
#6
vluechinger
closed
4 years ago
1
How are the pretrained models structured and how can we access the structure?
#5
vluechinger
closed
4 years ago
1
What entails fine-tuning in NLP transfer learning?
#4
vluechinger
closed
4 years ago
1
How to choose the batch size for training and validation datasets?
#3
vluechinger
closed
4 years ago
1
Flake8 error message in the AI Platform Notebook
#2
vluechinger
closed
4 years ago
2
TensorBoard blocked by corporate proxy ?
#1
tarrade
closed
4 years ago
2
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