Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Rust for Machine Learning
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
candle
Candle is a minimalist ML framework for Rust with a focus on easiness of use and on performance (including GPU support).
dfdx
dfdx is an ergonomics & safety focused deep learning …
Hardware for AI
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
TVM for deep learning is kind of like LLVM for programming languages.
Embedded/Edge AI
Jetson Nano
Google Coral
Intel Neural Compute Stick 2
https://heartbeat.fritz.ai/edge-tpu-google-coral-usb-accelerator-cf0d79c7ec56 …
Visualization of GBDT in scikit-learn
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
fit_transform vs transform in scikit-learn
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Tips and Traps¶
fit_transformis used on training data whiletransformis used on test data.
References¶
What and why behind fit_transform() and transform() in scikit-learn!
Tree-Based Models in scikit-learn
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Comments¶
- If you want a simple decision tree,
DecisionTreeRegressor is prefer to DecisionTreeClassifier as DecisionTreeRegressor is more flexible.
As a matter of fact, ensemble tree-based models (no matter classifiers or regressors) are based on DecisionTreeRegressor instead of DecisionTreeClassifier .
Visualize Decision Trees¶
What is the meaning of "value" in a node in sklearn decisiontree plot_tree