- Computer Vision
- Natural Language Processing
- Speech Processing
- Recommender System
- MLops
michael95-m / simple_demo_dvc Goto Github PK
View Code? Open in Web Editor NEWDemonstration about how to use DVC(Data Version Control)
Demonstration about how to use DVC(Data Version Control)
Add readme about
dvc push
, dvc pull
and dvc remote
usagedvc exp
usageBranch: Hot-fix 0.21
index=False
in data_split scriptCurrently, the demo has only one model, logistic regression. And the results are not good . So, other machine learning models are needed to implement to get the accuracy higher.
Steps for Decision Tree implementation
Branch: metrics-and-experiments
Tasks:
dvc metrics show
dvc metrics diff
Steps for KNN implementation
Need to update readme about dvc metric
and dvc plot
dvc metric
usagedvc plot
usageXGBoost implementation
Steps for Random Forest Implementation
Currently, requirement has only library name without version number. That leads to some problem if other people clone it.
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