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Merge branch 'master' of github.com:minerva-ml/open-solution-home-credit
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Jakub Czakon committed Jul 18, 2018
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Expand Up @@ -13,7 +13,7 @@ We are building entirely open solution to this competition. Specifically:

| Train and validation results on folds :bar_chart: | LightGBM learning curves :bar_chart: |
|:---|:---|
|[![train-validation-results-on-folds](https://gist.githubusercontent.com/kamil-kaczmarek/b3b939797fb39752c45fdadfedba3ed9/raw/fbc925f683853fa8af5a95426fcd37fcb3afcf38/hc-1.png)](https://app.neptune.ml/-/dashboard/experiment/9f58e223-cbf2-4954-9a64-c0b454b30c56) | [![LightGBM-learning-curves](https://gist.githubusercontent.com/kamil-kaczmarek/b3b939797fb39752c45fdadfedba3ed9/raw/fbc925f683853fa8af5a95426fcd37fcb3afcf38/hc-2.png)](https://app.neptune.ml/-/dashboard/experiment/9f58e223-cbf2-4954-9a64-c0b454b30c56) |
|[![train-validation-results-on-folds](https://gist.githubusercontent.com/kamil-kaczmarek/b3b939797fb39752c45fdadfedba3ed9/raw/fbc925f683853fa8af5a95426fcd37fcb3afcf38/hc-1.png)](https://app.neptune.ml/-/dashboard/experiment/941a0785-7b2b-4eb7-8076-8fc207ef4396)|[![LightGBM-learning-curves](https://gist.githubusercontent.com/kamil-kaczmarek/b3b939797fb39752c45fdadfedba3ed9/raw/fbc925f683853fa8af5a95426fcd37fcb3afcf38/hc-2.png)](https://app.neptune.ml/-/dashboard/experiment/941a0785-7b2b-4eb7-8076-8fc207ef4396)|

## Disclaimer
In this open source solution you will find references to the [neptune.ml](https://neptune.ml). It is free platform for community Users, which we use daily to keep track of our experiments. Please note that using neptune.ml is not necessary to proceed with this solution. You may run it as plain Python script :snake:.
Expand All @@ -29,7 +29,8 @@ In this open source solution you will find references to the [neptune.ml](https:
|[solution 2](https://github.com/neptune-ml/open-solution-home-credit/tree/solution-2)|*seedling* :seedling:|?|0.747|[Sklearn and XGBoost algorithms and groupby features](https://github.com/neptune-ml/open-solution-home-credit/wiki/Sklearn-and-XGBoost-algorithms-and-groupby-features)|
|[solution 3](https://github.com/neptune-ml/open-solution-home-credit/tree/solution-3)|*blossom* :blossom:|0.7840|0.790|[LightGBM on selected features](https://github.com/neptune-ml/open-solution-home-credit/wiki/LightGBM-on-selected-features)|
|[solution 4](https://github.com/neptune-ml/open-solution-home-credit/tree/solution-4)|*tulip* :tulip: |0.7905|0.801|[LightGBM with smarter features](https://github.com/neptune-ml/open-solution-home-credit/wiki/LightGBM-with-smarter-features)|
|solution 5|*sunflower* :sunflower:|0.7950|0.804|*(in progress...)* :construction_worker_woman:|
|[solution 5](https://github.com/neptune-ml/open-solution-home-credit/tree/solution-5)|*sunflower* :sunflower:|0.7950|0.804|[LightGBM clean dynamic features](https://github.com/neptune-ml/open-solution-home-credit/wiki/LightGBM-clean-dynamic-features)|
|solution 6|*four leaf clover* :four_leaf_clover:|||:construction_worker_woman: *in progress...*|

## Start experimenting with ready-to-use code
You can jump start your participation in the competition by using our starter pack. Installation instruction below will guide you through the setup.
Expand All @@ -42,7 +43,7 @@ You can jump start your participation in the competition by using our starter pa
:trident:
```bash
neptune account login
neptune run main.py train_evaluate_predict_cv --pipeline_name lightGBM
neptune run --config configs/neptune.yaml main.py train_evaluate_predict_cv --pipeline_name lightGBM
```

:snake:
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