Skip to content

Instantly share code, notes, and snippets.

View buswedg's full-sized avatar
🎯
Focusing

Darryl Buswell buswedg

🎯
Focusing
View GitHub Profile
@buswedg
buswedg / rebuilding_win11_machine_from_scratch.md
Last active February 22, 2024 18:47
Rebuilding a Windows 11 Machine from Scratch

Rebuilding a Windows 11 Machine from Scratch

What?

My very opinionated view of how to build a Windows 11 machine (from completely fresh OS install), with a focus on privacy and reduced bloat.

Why?

I normally rebuild my Windows machines 2-3 times a year. I've learnt various things along the way, and would like to have something laid out that I can consistently follow. So, I'm going to use this guide for my own reference, but also share it for anyone interested.

@buswedg
buswedg / helpers.py
Created August 28, 2021 20:36
building_feature_engineering_pipelines\numeric_prediction_using_pipelines
import numpy as np
import sklearn.base
from sklearn import metrics
class transform_predict(sklearn.base.BaseEstimator, sklearn.base.TransformerMixin):
def __init__(self, clf: sklearn.base.BaseEstimator):
self.clf = clf
@buswedg
buswedg / digital_ocean_class.ipynb
Created August 15, 2020 20:47
having_fun_with_docker_and_digital_ocean_api\digital_ocean_class
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / abs_economic_series_pull.ipynb
Created April 14, 2020 19:47
pulling_economic_data_using_pandasdmx\abs_economic_series_pull
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / supervised_learning_revisited.ipynb
Created April 14, 2020 00:02
predicting_motogp_winners_revisited\supervised_learning_revisited
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / unsupervised_learning.ipynb
Created April 14, 2020 00:01
predicting_motogp_winners_revisited\unsupervised_learning
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / supervised_learning.ipynb
Created April 13, 2020 03:26
predicting_motogp_winners\supervised_learning
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / data_exploration.ipynb
Created April 13, 2020 03:25
predicting_motogp_winners\data_exploration
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / utils.ipynb
Created April 12, 2020 04:07
reinforcement_learning_for_share_trading\utils
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@buswedg
buswedg / strategy_learner.ipynb
Created April 12, 2020 04:07
reinforcement_learning_for_share_trading\strategy_learner
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.