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My fastai blog
# Inference in PyTorch, what do the wrappers mean? What’s best? | fastblog A tour through PyTorch’s various context managers, torch script, and comparing performance [https://muellerzr.github.io/fastblog/torch/2022/05/14/PyTorchInference.html](https://muellerzr.github.io/fastblog/torch/2022/05/14/PyTorchInference.html)
Bumps [nokogiri](https://github.com/sparklemotion/nokogiri) from 1.12.5 to 1.14.3. Release notes Sourced from nokogiri's releases. 1.14.3 / 2023-04-11 Security [CRuby] Vendored libxml2 is updated to address CVE-2023-29469, CVE-2023-28484, and one other security-related issue....
Bumps [tzinfo](https://github.com/tzinfo/tzinfo) from 1.2.6 to 1.2.10. Release notes Sourced from tzinfo's releases. v1.2.10 Fixed a relative path traversal bug that could cause arbitrary files to be loaded with require when...
This does not work with the latest version of OptimWrapper. This PR updates the input parameters so it now works.
# Decorators | fastblog An introduction to decorators including when they can be useful and how they’re written [https://muellerzr.github.io/fastblog/python/2022/07/06/Decorators.html](https://muellerzr.github.io/fastblog/python/2022/07/06/Decorators.html)
# Docker for Data Science, Efficient Image Instancing without System Issues | fastblog Covering how and why you should setup Docker for your local environment when developing Machine Learning models...
# Generating Comparitive Baselines for CAMVID with fastai’s Dynamic Unet | fastblog Exploring how baselines are being made and where fastai can fit in [https://muellerzr.github.io/fastblog/papers/2020/09/18/CAMVID.html](https://muellerzr.github.io/fastblog/papers/2020/09/18/CAMVID.html)
# Speeding up fastai Tabular with NumPy | fastblog Speeding up fastai tabular training by 40% [https://muellerzr.github.io/fastblog/2020/04/22/TabularNumpy.html](https://muellerzr.github.io/fastblog/2020/04/22/TabularNumpy.html)
Zach, when I tried 2021-02-14-Pytorchtofastai.ipynb on Colab, it begins with a `from wwf.utils import state_versions ` but wwf is not installed in Colab by default, so the notebook crashes with...
# Coral Species Identification with fastai, a Paper Comparison | fastblog Part 1 of implementing and attempting to improve the ideas from a paper [https://muellerzr.github.io/fastblog/papers/2020/03/23/CoralID.html](https://muellerzr.github.io/fastblog/papers/2020/03/23/CoralID.html)