https://github.com/c17hawke/aiops-mlflow-nlp-simple-usecase

https://github.com/c17hawke/aiops-mlflow-nlp-simple-usecase

Last synced: 20 days ago
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• Host: GitHub
• URL: https://github.com/c17hawke/aiops-mlflow-nlp-simple-usecase
• Owner: c17hawke
• License: mit
• Created: 2022-02-26T04:11:13.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-02-26T05:41:21.000Z (almost 3 years ago)
• Last Synced: 2024-12-06T22:37:50.857Z (3 months ago)
• Language: HTML
• Size: 26.9 MB
• Stars: 1
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# dvc-NLP-simple-usecase

DVC NLP project

## Reference repository:

* [official reference repo](https://github.com/iterative/example-get-started)

* [DVC STUDIO](https://studio.iterative.ai/)

* [MY View](https://studio.iterative.ai/user/c17hawke/views/DVC-NLP-Simple-usecase-3xolnsi26a)

* [Bag of Words- Krish Naik](https://youtu.be/D2V1okCEsiE)

* [TF-IDF- Krish Naik](https://youtu.be/D2V1okCEsiE)

## STEPS -

### STEP 01- Create a repository by using template repository

### STEP 02- Clone the new repository

### STEP 03- Create a conda environment after opening the repository in VSCODE

```bash

conda create --prefix ./env python=3.7 -y

```

```bash

conda activate ./env

```

OR

```bash

source activate ./env

```

### One shot create and activate environment

```bash

conda create --prefix ./env python=3.7 -y && source activate ./env

```

### STEP 04- install the requirements

```bash

pip install -r requirements.txt

```

### STEP 05- initialize the dvc project

```bash

dvc init

```

### STEP 06- commit and push the changes to the remote repository

### extra commands - 

```bash

echo "*.log" >> logs/.gitignore

```

```bash

git rm --cached logs/running_logs.log

```

###  start mlflow sqlite server

```bash

mlflow server --backend-store-uri sqlite:///mlflow.db --default-artifact-root ./artifacts --host 127.0.0.1 -p 1234

```