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GeroVanMi
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algorithmic-quartet-mlops
A showcase Machine Learning Operations (MLOps) Project.
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Prevent images from being overwritten
#41
GeroVanMi
closed
2 months ago
1
Make the W&B run name equal to the tag name
#40
GeroVanMi
opened
2 months ago
0
Optimize GPU usage
#39
GeroVanMi
opened
2 months ago
0
Move the pipeline to Los Angeles
#38
GeroVanMi
closed
2 months ago
1
Add fault tolerance to the training
#37
GeroVanMi
opened
2 months ago
0
Migrate Artifact Registry to europe-west1
#36
GeroVanMi
closed
2 months ago
1
Automatically update changes to the CI pipeline
#35
GeroVanMi
closed
2 months ago
1
Streamlit call model to predict
#34
Patrickliuu
closed
2 months ago
1
Reduce Docker Image build time
#33
GeroVanMi
closed
3 months ago
1
Fixed issue in workflow tags
#32
GeroVanMi
closed
3 months ago
0
W&B - Secure login for external servers
#31
vollOlga
closed
2 months ago
1
Define hyperparameters monitoring for training
#30
vollOlga
closed
2 months ago
1
Create project and template for W&B
#29
vollOlga
closed
2 months ago
1
Deal with NaN loss issue
#28
vollOlga
closed
2 months ago
2
Added simple Training CI configuration
#27
GeroVanMi
closed
3 months ago
0
Create Automated Training Pipeline
#26
GeroVanMi
closed
2 months ago
3
Create a Streamlit UI
#25
TheMadBevah
closed
2 months ago
1
Build Training Pipeline
#24
Patrickliuu
closed
2 months ago
2
Define Model for Image generation
#23
Patrickliuu
closed
3 months ago
2
Interface between GC Storage and lightningAI
#22
Patrickliuu
closed
3 months ago
3
Define hyperparameters for the training of the models
#21
vollOlga
closed
2 months ago
6
Choose a tool/the tools for monitoring metrics in training and production
#20
GeroVanMi
closed
3 months ago
3
Define the metrics for the Production-monitoring
#19
GeroVanMi
closed
3 months ago
0
Define the metrics for the evaluation of the model
#18
GeroVanMi
closed
3 months ago
0
Choosing Webserver
#17
TheMadBevah
closed
3 months ago
2
Google Cloud Storage usage for image prediction logging
#16
TheMadBevah
closed
2 months ago
2
Build Model Selection Pipeline
#15
GeroVanMi
opened
3 months ago
0
Integrate Model Registry into Production
#14
GeroVanMi
closed
2 months ago
1
Create a Example Server for possible Production
#13
TheMadBevah
closed
2 months ago
1
Integrate Model Registry into Training
#12
GeroVanMi
closed
2 months ago
0
Create Google Cloud Bucket for Models
#11
GeroVanMi
closed
3 months ago
1
Function: Model prediction
#10
TheMadBevah
closed
2 months ago
1
Create W&B Model Registry
#9
GeroVanMi
closed
3 months ago
1
Figure out how to use the Dockerimage in Google Cloud Server
#8
TheMadBevah
closed
2 months ago
0
Create a Docker image from the Server
#7
TheMadBevah
closed
2 months ago
1
Model intake
#6
TheMadBevah
closed
2 months ago
2
Decide on Deployment Server
#5
TheMadBevah
closed
3 months ago
3
Create Google Cloud storage for Training
#4
Patrickliuu
closed
3 months ago
1
Create W&B Academic Team Account
#3
GeroVanMi
closed
3 months ago
1
Create Streamlit Docker configuration
#2
GeroVanMi
closed
2 months ago
2
Define Dataset for training
#1
GeroVanMi
closed
3 months ago
3