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 …

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.

Nvidia TensorRT

Embedded/Edge AI

Jetson Nano

Google Coral

Intel Neural Compute Stick 2

https://heartbeat.fritz.ai/edge-tpu-google-coral-usb-accelerator-cf0d79c7ec56 …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Tool Review: Lessons learned from using FeatureTools to simplify the process of Feature Engineering

Predicting the rating a reviewer will give a restaurant using Featuretools and the nlp-primitives library

Natural Language …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Data Platforms

https://github.com/quiltdata/quilt

https://registry.opendata.aws/

https://www.google.com/publicdata/directory

https://proxycrawl.com

Data for Computer Vison

Data for NLP

Data for Learning to …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Tips and Traps

1. A Loss function is always non-negative. If you get a negative loss when training a model, there must be something wrong with the code. For example, maybe you …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Entropy and Related Concepts

1. Entropy
2. Shannon Entropy
3. Cross Entropy
4. K-L divergence

Tips

1. The entropy concept was first introduced for discrete distributions (called Shannon entropy), which is defined as

   $$H(X) = E …