With Simple bash scripts can perform the installation/Configuration of many of the Data Science Tool, Lib and Application.
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
openai_mujoco200.sh
RL Setup - OpenAI GYM and mujoco200.
This script download, Install and configure:
- Install OpenAI Gym
- Install mujoco200
Note: You have download the Licence key and copy to ~/.mujoco/
ROS_CV_bridge_PY3
Bash script to compile ROS CV Bridge for python 3
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