Changes between Version 50 and Version 51 of Other/Summer/2023/Inference


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Timestamp:
Jul 12, 2023, 3:14:24 PM (12 months ago)
Author:
tm897
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  • Other/Summer/2023/Inference

    v50 v51  
    1515   * Installed packages and wired a cluster of 8 servers.
    1616   * Got familiar with Linux by practicing some simple Linux commands.
    17 
    18 
    19 Goals:
    20 Summary:
    21 - Basics of pattern recognition and Machine Learning (PPA - Patterns, Predictions, Actions)
    22 - set up an instance using pytorch on an Orbit node
    23 - Created a node image with Pytorch
    24 - Basics of Pytorch
    25 - Created small Machine Learning models
    26 - Loaded the Modified National Institute of Standards and Technology (MNIST) database onto the node
    27 computed the second moment matrix
    28 - Did PCA and SVM on MNIST
    29 Next Steps:
     17**Next Steps**
    3018- Create and train a “small” and “large” Neural Network
    3119- Attempt to simulate the difference between their performances at inference
    3220
    33 == **Week 2**
    34 == **Week 3**
    35 == **Week 4**
    36 == **Links to Presentations**
     21== Week 2
     22**Summary**
     23**Next Steps**
     24== Week 3
     25**Summary**
     26**Next Steps**
     27== Week 4
     28**Summary**
     29**Next Steps**
     30== Links to Presentations
     31* Week 1
     32* Week 2
     33* Week 3
     34* Mid Sem
     35* Week 4
     36* Week 5
     37* Final
    3738
    3839Goals: