IBM-Z-zOS
mit-deep-learning-book-pdf
| IBM-Z-zOS | mit-deep-learning-book-pdf | |
|---|---|---|
| 3 | 3 | |
| 360 | 12,360 | |
| 1.9% | - | |
| 8.1 | 2.7 | |
| 7 days ago | 7 months ago | |
| REXX | Java | |
| Apache License 2.0 | - |
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IBM-Z-zOS
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The IBM Mainframe: The most powerful and cost-effective computing platform
and other components the x86 platform misses.
https://github.com/IBM/IBM-Z-zOS/blob/main/zOS-Education/Hin...
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IBM Z/OS v2.5, Next-Gen Operating System Designed for Hybrid Cloud and AI
Here is a good high level slide deck on z/OS 2.5 new features: https://github.com/IBM/IBM-Z-zOS/blob/main/zOS-Education/zOS...
It starts out with the marketing buzzwords but then drills down into the technical nitty-gritty. In terms of what the "AI" stuff actually means, one answer is contained on slide 121 – support for running Tensorflow and ONNX inside a Linux Docker container using zCX (which lets you run z/Linux Docker containers under z/OS). The zCX SIMD support referenced on slide 102 is probably highly relevant to this.
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SMF for billing
If you have a C compiler then this is a sample C code that invokes the real time APIs: https://github.com/IBM/IBM-Z-zOS/blob/main/SMF-Tools/SMFReal/smfreal.c
mit-deep-learning-book-pdf
- Deep Learning Course
- Is supervised machine learning the same as linear regression?
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NLP resources
I remember an NLP course on DataCamp being helpful as an intro, but a resource I keep handy is Hands-On Machine Learning (Geron) which has really helpful follow along notebooks on the git. Then when you want some background: Deep Learning (Goodfellow)
What are some alternatives?
hyperion - The SDL Hercules 4.x Hyperion version of the System/370, ESA/390, and z/Architecture Emulator
handson-ml2 - A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ocmb-explorer-fw - Source code for firmware running on Explorer OCMB
jblas - Linear Algebra for Java
markdown-themeable-pdf - ARCHIVED. NOT MAINTAINED. Themeable Markdown Converter (Print to PDF, HTML, JPEG or PNG)
spidr - Accelerated machine learning with dependent types
libz-sys - Rust crate package to link to a system libz (zlib)
Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources
jcohere - jCohere is a java client for accessing the Cohere.ai platform
zero_to_gpt - Go from no deep learning knowledge to implementing GPT.
javaparser-visited - Code samples for the book "JavaParser: Visited" https://leanpub.com/javaparservisited
ultraschall-plugin - Podcasting Extension for REAPER