Pytorch Kit by Techlatest.net
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:
- Preinstalled most popular AI & ML frameworks
Pytorch
NumPy
SciPy
Scikit-Learn
Matplotlib
2.Working demos based on the book 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
1.1.1
Video
Categories
Operating System
Linux/Unix, Ubuntu 20.04
Delivery Methods