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the-elements-of-statistical-learning
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The Elements of Statistical Learning [pdf]
This collection of Jupyter notebooks that reproduces graphics and implements algorithms from the book could be a nice supplementary resource https://github.com/maitbayev/the-elements-of-statistical-lea...
homemade-machine-learning
- Homemade Machine Learning
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✨ 5 Best GitHub Repositories to Learn Machine Learning in 2022 for Free 💯
4️⃣ Homemade Machine Learning
- Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
- Homemade Machine Learning: Python examples of popular machine learning algorithms
- Homemade Machine Learning: Python examples of popular machine learning algorithms with interactive Jupyter demos
What are some alternatives?
ISL-python - Porting the R code in ISL to python. Labs and exercises
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
ISLR - Introduction to Statistical Learning
wordle-solver - For educational purposes, a simple script that assists in solving the word game Wordle.
Sharing_ISL_python - An Introduction to Statistical Learning with Applications in PYTHON
PyImpetus - PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features
College-Work - Assignment Solutions
rmi - A learned index structure
Python-Bible - Resourceful Python Collection
PythonRobotics - Python sample codes for robotics algorithms.
ISLR-python - An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
hdbscan - A high performance implementation of HDBSCAN clustering.