adimyth

Links to resources for creating Data Science Reports at different stages of the lifecycle.

Data Analysis Report

• http://www.stat.cmu.edu/~brian/701/notes/paper-structure.pdf

Project Analysis Report

• Stanford University's 2014 students final Data Science project reports
• Kaggle Winning Solution Template - For technical audience only

Profling Tools

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Setup

Airtel Dongle

• https://opentechnics.com/how-to-get-airtel-4g-dongle-to-work-on-linux/

Arya Setup

1. Install Docker
   • https://www.cyberciti.biz/faq/install-use-setup-docker-on-rhel7-centos7-linux/
   • https://docs.docker.com/engine/install/centos/

adimyth

Setup

Airtel Dongle

• https://softwareguidehelp.wordpress.com/2017/11/05/how-to-install-airtel-4g-in-ubuntu/

Arya Setup

1. Install Docker (version latest)

   • https://docs.docker.com/engine/install/ubuntu/

2. Install NVIDIA Drivers (version _____)

   • https://linuxconfig.org/how-to-install-the-nvidia-drivers-on-ubuntu-20-04-focal-fossa-linux

adimyth

# Copyright 2017 The TensorFlow Authors All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,

adimyth

lstm = model.layers[2]

# Get output from intermediate layer to visualize activations
attn_func = K.function(inputs = [model.get_input_at(0), K.learning_phase()],
           outputs = [lstm.output]
          )