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Pytorch Kit by Techlatest.net

Pytorch Kit by Techlatest.net

By: Techlatest.net Latest Version: 1.0
Linux/Unix
Linux/Unix

Product Overview

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This VM provides out of box environment for learning, developing & deploying AI & Machine Learning applications using Pytorch . Key highlights include:
1. Preinstalled most popular AI & ML frameworks
Pytorch
NumPy
SciPy
Scikit-Learn
Matplotlib

2.Working demos based on the book https://github.com/rasbt/python-machine-learning-book-2nd-edition">Python Machine Learning,2nd Ed By Raschka, Sebastian & Vahid Mirjalili.It includes:
1.Machine Learning basics
2.Training Machine Learning Algorithms for Classification
3.A Tour of Machine Learning Classifiers Using Scikit-Learn
4.Building Good Training Sets
5.Compressing Data via Dimensionality Reduction
6.Learning Best Practices for Model Evaluation & Hyperparameter Optimization
7.Combining Different Models for Ensemble Learning
8.Applying Machine Learning to Sentiment Analysis
9.Embedding a Machine Learning Model into a Web Application
10.Predicting Continuous Target Variables with Regression Analysis
11.Working with Unlabeled Data : Clustering Analysis
12.Implementing a Multi-layer Artificial Neural Network from Scratch
13.Parallelizing Neural Network Training with TensorFlow
14.Going Deeper: The Mechanics of TensorFlow
15.Classifying Images with Deep Convolutional Neural Networks

3.Jupyter for interactive development
4.Jupyterhub

Version

1.0

Operating System

Linux/Unix, Ubuntu 18.0.4

Delivery Methods

  • Amazon Machine Image

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