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Exercises and solutions to Stanford CS229 Machine Learning in Python

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Bumps [numpy](https://github.com/numpy/numpy) from 1.16.4 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.1.1 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

The algorimic expression for [Cost Function](https://render.githubusercontent.com/view/ipynb?color_mode=auto&commit=8c899e94c7bdf60031ce0b80402285820ce1cb44&enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f7269636b77696572656e67612f43533232392d507974686f6e2f386338393965393463376264663630303331636530623830343032323835383230636531636234342f6578312f5045312532302d2532304c696e65617225323052656772657373696f6e25323028536f6c7574696f6e73292e6970796e62&nwo=rickwierenga%2FCS229-Python&path=ex1%2FPE1+-+Linear+Regression+%28Solutions%29.ipynb&repository_id=180428137&repository_type=Repository#Cost-function) is rendering theta as an "Unknown Character": My guess is that you'll just have to replace the "Θ" character to `\theta` in [the algorimic...

Changes ex4.ipynb such that design matrix X has training examples in columns instead of rows.

Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.1.1 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@​radarhere] Updated zlib to 1.3 #7344 [@​radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...

dependencies

Bumps [nltk](https://github.com/nltk/nltk) from 3.4.5 to 3.6.6. Changelog Sourced from nltk's changelog. Version 3.8.1 2023-01-02 Resolve RCE vulnerability in localhost WordNet Browser (#3100) Remove unused tool scripts (#3099) Resolve XSS vulnerability...

dependencies

Bumps [scipy](https://github.com/scipy/scipy) from 1.3.0 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

dependencies