homemade-machine-learning
the-elements-of-statistical-learning
Our great sponsors
homemade-machine-learning | the-elements-of-statistical-learning | |
---|---|---|
7 | 1 | |
22,493 | 397 | |
- | - | |
3.8 | 1.8 | |
9 months ago | about 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
homemade-machine-learning
- Homemade Machine Learning
-
✨ 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
the-elements-of-statistical-learning
-
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...
What are some alternatives?
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
ISL-python - Porting the R code in ISL to python. Labs and exercises
wordle-solver - For educational purposes, a simple script that assists in solving the word game Wordle.
ISLR - Introduction to Statistical Learning
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
Sharing_ISL_python - An Introduction to Statistical Learning with Applications in PYTHON
rmi - A learned index structure
College-Work - Assignment Solutions
PythonRobotics - Python sample codes for robotics algorithms.
Python-Bible - Resourceful Python Collection
hdbscan - A high performance implementation of HDBSCAN clustering.
ISLR-python - An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code