autotrain-data-processor
commited on
Commit
·
6af8474
1
Parent(s):
bc36b55
Processed data from AutoTrain data processor ([2022-10-24 10:10 ]
Browse files- README.md +55 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +42 -0
- processed/train/state.json +18 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +42 -0
- processed/valid/state.json +18 -0
README.md
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
{}
|
| 3 |
+
|
| 4 |
+
---
|
| 5 |
+
# AutoTrain Dataset for project: dragino-7-7-max_495m
|
| 6 |
+
|
| 7 |
+
## Dataset Description
|
| 8 |
+
|
| 9 |
+
This dataset has been automatically processed by AutoTrain for project dragino-7-7-max_495m.
|
| 10 |
+
|
| 11 |
+
### Languages
|
| 12 |
+
|
| 13 |
+
The BCP-47 code for the dataset's language is unk.
|
| 14 |
+
|
| 15 |
+
## Dataset Structure
|
| 16 |
+
|
| 17 |
+
### Data Instances
|
| 18 |
+
|
| 19 |
+
A sample from this dataset looks as follows:
|
| 20 |
+
|
| 21 |
+
```json
|
| 22 |
+
[
|
| 23 |
+
{
|
| 24 |
+
"feat_rssi": -91,
|
| 25 |
+
"feat_snr": 7.5,
|
| 26 |
+
"target": 125.0
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"feat_rssi": -96,
|
| 30 |
+
"feat_snr": 5.0,
|
| 31 |
+
"target": 125.0
|
| 32 |
+
}
|
| 33 |
+
]
|
| 34 |
+
```
|
| 35 |
+
|
| 36 |
+
### Dataset Fields
|
| 37 |
+
|
| 38 |
+
The dataset has the following fields (also called "features"):
|
| 39 |
+
|
| 40 |
+
```json
|
| 41 |
+
{
|
| 42 |
+
"feat_rssi": "Value(dtype='int64', id=None)",
|
| 43 |
+
"feat_snr": "Value(dtype='float64', id=None)",
|
| 44 |
+
"target": "Value(dtype='float32', id=None)"
|
| 45 |
+
}
|
| 46 |
+
```
|
| 47 |
+
|
| 48 |
+
### Dataset Splits
|
| 49 |
+
|
| 50 |
+
This dataset is split into a train and validation split. The split sizes are as follow:
|
| 51 |
+
|
| 52 |
+
| Split name | Num samples |
|
| 53 |
+
| ------------ | ------------------- |
|
| 54 |
+
| train | 853 |
|
| 55 |
+
| valid | 286 |
|
processed/dataset_dict.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"splits": ["train", "valid"]}
|
processed/train/dataset.arrow
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ea3f06f70fd55abb11d87589a98670560d4c456f85e8772c675f4d5208684bd
|
| 3 |
+
size 17936
|
processed/train/dataset_info.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"builder_name": null,
|
| 3 |
+
"citation": "",
|
| 4 |
+
"config_name": null,
|
| 5 |
+
"dataset_size": null,
|
| 6 |
+
"description": "AutoTrain generated dataset",
|
| 7 |
+
"download_checksums": null,
|
| 8 |
+
"download_size": null,
|
| 9 |
+
"features": {
|
| 10 |
+
"feat_rssi": {
|
| 11 |
+
"dtype": "int64",
|
| 12 |
+
"id": null,
|
| 13 |
+
"_type": "Value"
|
| 14 |
+
},
|
| 15 |
+
"feat_snr": {
|
| 16 |
+
"dtype": "float64",
|
| 17 |
+
"id": null,
|
| 18 |
+
"_type": "Value"
|
| 19 |
+
},
|
| 20 |
+
"target": {
|
| 21 |
+
"dtype": "float32",
|
| 22 |
+
"id": null,
|
| 23 |
+
"_type": "Value"
|
| 24 |
+
}
|
| 25 |
+
},
|
| 26 |
+
"homepage": "",
|
| 27 |
+
"license": "",
|
| 28 |
+
"post_processed": null,
|
| 29 |
+
"post_processing_size": null,
|
| 30 |
+
"size_in_bytes": null,
|
| 31 |
+
"splits": {
|
| 32 |
+
"train": {
|
| 33 |
+
"name": "train",
|
| 34 |
+
"num_bytes": 17167,
|
| 35 |
+
"num_examples": 853,
|
| 36 |
+
"dataset_name": null
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
+
"supervised_keys": null,
|
| 40 |
+
"task_templates": null,
|
| 41 |
+
"version": null
|
| 42 |
+
}
|
processed/train/state.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_data_files": [
|
| 3 |
+
{
|
| 4 |
+
"filename": "dataset.arrow"
|
| 5 |
+
}
|
| 6 |
+
],
|
| 7 |
+
"_fingerprint": "884c3b4cb4aa4974",
|
| 8 |
+
"_format_columns": [
|
| 9 |
+
"feat_rssi",
|
| 10 |
+
"feat_snr",
|
| 11 |
+
"target"
|
| 12 |
+
],
|
| 13 |
+
"_format_kwargs": {},
|
| 14 |
+
"_format_type": null,
|
| 15 |
+
"_indexes": {},
|
| 16 |
+
"_output_all_columns": false,
|
| 17 |
+
"_split": null
|
| 18 |
+
}
|
processed/valid/dataset.arrow
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2da110e69011e807e2e60accc0c670289b14c040f5f585703c7e04c2121690a5
|
| 3 |
+
size 6520
|
processed/valid/dataset_info.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"builder_name": null,
|
| 3 |
+
"citation": "",
|
| 4 |
+
"config_name": null,
|
| 5 |
+
"dataset_size": null,
|
| 6 |
+
"description": "AutoTrain generated dataset",
|
| 7 |
+
"download_checksums": null,
|
| 8 |
+
"download_size": null,
|
| 9 |
+
"features": {
|
| 10 |
+
"feat_rssi": {
|
| 11 |
+
"dtype": "int64",
|
| 12 |
+
"id": null,
|
| 13 |
+
"_type": "Value"
|
| 14 |
+
},
|
| 15 |
+
"feat_snr": {
|
| 16 |
+
"dtype": "float64",
|
| 17 |
+
"id": null,
|
| 18 |
+
"_type": "Value"
|
| 19 |
+
},
|
| 20 |
+
"target": {
|
| 21 |
+
"dtype": "float32",
|
| 22 |
+
"id": null,
|
| 23 |
+
"_type": "Value"
|
| 24 |
+
}
|
| 25 |
+
},
|
| 26 |
+
"homepage": "",
|
| 27 |
+
"license": "",
|
| 28 |
+
"post_processed": null,
|
| 29 |
+
"post_processing_size": null,
|
| 30 |
+
"size_in_bytes": null,
|
| 31 |
+
"splits": {
|
| 32 |
+
"valid": {
|
| 33 |
+
"name": "valid",
|
| 34 |
+
"num_bytes": 5756,
|
| 35 |
+
"num_examples": 286,
|
| 36 |
+
"dataset_name": null
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
+
"supervised_keys": null,
|
| 40 |
+
"task_templates": null,
|
| 41 |
+
"version": null
|
| 42 |
+
}
|
processed/valid/state.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_data_files": [
|
| 3 |
+
{
|
| 4 |
+
"filename": "dataset.arrow"
|
| 5 |
+
}
|
| 6 |
+
],
|
| 7 |
+
"_fingerprint": "59bf6a78af4f70f1",
|
| 8 |
+
"_format_columns": [
|
| 9 |
+
"feat_rssi",
|
| 10 |
+
"feat_snr",
|
| 11 |
+
"target"
|
| 12 |
+
],
|
| 13 |
+
"_format_kwargs": {},
|
| 14 |
+
"_format_type": null,
|
| 15 |
+
"_indexes": {},
|
| 16 |
+
"_output_all_columns": false,
|
| 17 |
+
"_split": null
|
| 18 |
+
}
|