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16 changes: 8 additions & 8 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -36,25 +36,25 @@ We publish blogs on Medium, so [follow us](https://medium.com/intel-analytics-so

Create a suitable conda environment for each framework to test. Each item in the list below links to instructions to create an appropriate conda environment for the framework.

* [**scikit-learn**](https://github.com/IntelPython/scikit-learn_bench/blob/master/sklearn/README.md#how-to-create-conda-environment-for-benchmarking)
* [**scikit-learn**](sklearn_bench#how-to-create-conda-environment-for-benchmarking)

```bash
conda create -n bench -c intel python=3.7 scikit-learn daal4py pandas
```

* [**daal4py**](https://github.com/IntelPython/scikit-learn_bench/blob/master/daal4py/README.md#how-to-create-conda-environment-for-benchmarking)
* [**daal4py**](daal4py_bench#how-to-create-conda-environment-for-benchmarking)

```bash
conda create -n bench -c intel python=3.7 scikit-learn daal4py pandas
```

* [**cuml**](https://github.com/IntelPython/scikit-learn_bench/blob/master/cuml/README.md#how-to-create-conda-environment-for-benchmarking)
* [**cuml**](cuml_bench#how-to-create-conda-environment-for-benchmarking)

```bash
conda create -n bench -c rapidsai -c conda-forge python=3.7 cuml pandas cudf
```

* [**xgboost**](https://github.com/IntelPython/scikit-learn_bench/tree/master/xgboost/README.md#how-to-create-conda-environment-for-benchmarking)
* [**xgboost**](xgboost_bench#how-to-create-conda-environment-for-benchmarking)

```bash
conda create -n bench -c conda-forge python=3.7 xgboost pandas
Expand Down Expand Up @@ -120,7 +120,7 @@ Run the following command:

The list of supported parameters for each algorithm you can find here:

* [**scikit-learn**](https://github.com/IntelPython/scikit-learn_bench/blob/master/sklearn/README.md#algorithms-parameters)
* [**daal4py**](https://github.com/IntelPython/scikit-learn_bench/blob/master/daal4py/README.md#algorithms-parameters)
* [**cuml**](https://github.com/IntelPython/scikit-learn_bench/blob/master/cuml/README.md#algorithms-parameters)
* [**xgboost**](https://github.com/IntelPython/scikit-learn_bench/tree/master/xgboost/README.md#algorithms-parameters)
* [**scikit-learn**](sklearn_bench#algorithms-parameters)
* [**daal4py**](daal4py_bench#algorithms-parameters)
* [**cuml**](cuml_bench#algorithms-parameters)
* [**xgboost**](xgboost_bench#algorithms-parameters)