Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,17 @@
|
|
1 |
---
|
2 |
license: mit
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
license: mit
|
3 |
---
|
4 |
+
|
5 |
+
# Data Format
|
6 |
+
The dataset has been split into `train`, `val`, and `test` jsonl files.
|
7 |
+
Each line of each jsonl file has the following fields:
|
8 |
+
* `object_id`: unique identifier for the object
|
9 |
+
* `times_wv`: an array of shape _(T, 2)_, where the i-th element contains (t_i, w_i), the time and wavelength of the i-th measured flux value. If t_i = 0, then this is a padded value and the associated flux f_i will also be 0.
|
10 |
+
* `lightcurve`: an array of shape _(T, 2)_, where the i-th element contains (f_i, f_err_i), the i-th flux and uncertainty on that flux measurement (flux error).
|
11 |
+
* `label`: an integer label corresponding to an astronomical object type. This is the value to be predicted.
|
12 |
+
|
13 |
+
# Usage
|
14 |
+
The directory includes a custom dataset loading script (`raw_train_with_labels.py`), which will be used when calling
|
15 |
+
```
|
16 |
+
load_dataset("/path/to/current/dir")
|
17 |
+
```
|