Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Data Sources
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Data Platforms
https://www.oxen.ai/
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 …
Scaling Law for LLM
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Beyond neural scaling laws – Paper Explained
Scaling Laws refer to the observed trend of some machine learning architectures (notably transformers) to scale their performance on predictable power law when given more …
Tips on ONNX
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
ONNX Runtime
ONNX Runtime is a cross-platform inference and training machine-learning accelerator. ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as …
JIT and Domain Specific Compilers
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
numba
Hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
XLA
deep learning …
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 …