mirror of
https://github.com/Magnus167/rustframe.git
synced 2025-08-20 04:30:01 +00:00
Compare commits
20 Commits
6b520ce05c
...
927f4af5f9
Author | SHA1 | Date | |
---|---|---|---|
![]() |
927f4af5f9 | ||
2926a8a6e8 | |||
![]() |
bce1bdd21a | ||
cd3aa84e60 | |||
27275e2479 | |||
9ef719316a | |||
960fd345c2 | |||
325e75419c | |||
b1dc18d05b | |||
8cbb957764 | |||
b937ed1cdf | |||
2e071a6974 | |||
689169bab2 | |||
a45a5ecf4e | |||
84e1b423f4 | |||
197739bc2f | |||
d2c2ebca0f | |||
f5f3f2c100 | |||
9fcb1ea2cf | |||
![]() |
623303cf72 |
11
README.md
11
README.md
@ -23,10 +23,8 @@ Rustframe is an educational project, and is not intended for production use. It
|
||||
- **Math that reads like math** - element-wise `+`, `−`, `×`, `÷` on entire frames or scalars.
|
||||
- **Frames** - Column major data structure for single-type data, with labeled columns and typed row indices.
|
||||
- **Compute module** - Implements various statistical computations and machine learning models.
|
||||
|
||||
- **[Coming Soon]** _DataFrame_ - Multi-type data structure for heterogeneous data, with labeled columns and typed row indices.
|
||||
|
||||
- **Random number utils** - Built-in pseudo and cryptographically secure generators for simulations.
|
||||
- **[Coming Soon]** _DataFrame_ - Multi-type data structure for heterogeneous data, with labeled columns and typed row indices.
|
||||
|
||||
#### Matrix and Frame functionality
|
||||
|
||||
@ -51,6 +49,12 @@ The `compute` module provides implementations for various statistical computatio
|
||||
- Logistic Regression
|
||||
- Principal Component Analysis
|
||||
|
||||
### Coming soon
|
||||
|
||||
- **CSV I/O** - read/write CSV files with a simple API.
|
||||
- **Date Utils** - date math, calendar slicing, indexing, and more.
|
||||
- **More math** - more math functions and aggregations.
|
||||
|
||||
### Heads up
|
||||
|
||||
- **Not memory‑efficient (yet)** - footprint needs work.
|
||||
@ -60,6 +64,7 @@ The `compute` module provides implementations for various statistical computatio
|
||||
|
||||
- Optional GPU acceleration (Vulkan or similar) for heavier workloads.
|
||||
- Straightforward Python bindings using `pyo3`.
|
||||
- Integration with common ML libraries, or introduce simple ML features.
|
||||
|
||||
---
|
||||
|
||||
|
Loading…
x
Reference in New Issue
Block a user