Simple Bash script's for Data Science

With Simple bash scripts can perform the installation/Configuration of many of the Data Science Tool, Lib and Application.

List of contents

List of commands and application:

aws_cli_configuration-amazon.sh
Install AWS CLI and configure.
Details:
This script download, Install and configure:

• Python 2 & Pip2 install if not installed
• AWS CLI (AWS Command line interface) install
• AWS CLI Configuration

deepBench_Deploy.sh - Only Nvidia Support
Deploy DeepBench and get Hardware BenchMark for Deep Neural Network. (Only Support Nvidia Based board)
Details:
This script download, Install and configure:

• CUDA & cuDNN install if not installed
• OpenMPI install if not installed
• Compile baiduAllreduceCompilation
• Compile Deep Bench and generate Gemm, Convolutions and other bin.

deepSpeech.sh
Deep Speeh auto script - Can setup deep Speech env, Deep Speech inference.
Details:
This script supports Deep Speech Inference Setup, Deep Speech Inference and Deep Speech Training setup

This script download, Install and configure:

• Python 2 & Pip2 install if not installed
• virtualenv install if not installed
• create virtualenv and activate
• deepSpeech pip install

Note:
We are activating the virtual env inside a bash script. So, We have run the deep speech script with source util.

source deepSpeech.sh

git-openssl.sh
Compile git package with openssl instead of gnutls.
Details:
This script download, Install and configure:

• Download git source
• Modify source code for openssl
• Compile git source
• Install generated dep package

installCudaCuDNN.sh
Install CUDA 9.0 and cuDNN 7.0.
Details:
This script download, Install and configure:

• Install CUDA 9.0 and cuDNN 7.0
• Configure env variable
• Verify the Cuda installation

install_TensorFlow-CPU_with_pip.sh
Install Tensorflow on Virtual env with dep.
Details:
This script download, Install and configure:

• Python 2 & Pip2 install if not installed
• virtualenv install if not installed
• create virtualenv and activate
• Install stable Tensorflow CPU or GPU

openmpi_install.sh
Install openmpi and configure.
Details:
This script download, Install and configure:

• Download openMPI
• Configure and Install

ubuntu_datascience_env.sh
Note:
This script still under dev.

fastai_v0.7_cpu.sh
Setup fast.ai cpu env on ubuntu. Details:
This script download, Install and configure:

• Install Conda and fast.ai dep
• Activate fast.ai cpu env

fastai_v0.7_gpu.sh
Setup fast.ai gpu env on ubuntu. Details:
This script download, Install and configure:

• Install Conda and fast.ai dep
• Activate fast.ai gpu env

docker.sh
Install docker and configure proxy if your behind corporate proxy.
Details:
This script download, Install and configure:

• Install and configure docker

tensorObjectDetection.sh
Install Tensorflow object detection API. Details:
This script download, Install and configure:

• Install Tensorflow
• Install Object detection API with dep

Dockerfiles

opencl_Intel
Docker file for Intel's Opencl Runtime env

openvino_Intel
Docker file for Intel's OpenVINO deep learning

openvino_armnn_android
Docker file for ARM's armnn deep learning lib for Android device

openvino_armnn_x86_64
Docker file for ARM's armnn deep learning lib for x86_64