ruanmelio commited on
Commit
13883a7
1 Parent(s): bf6488a

Upload folder using huggingface_hub

Browse files
Files changed (4) hide show
  1. README.md +71 -0
  2. config.json +42 -0
  3. model.joblib +3 -0
  4. scaler.joblib +3 -0
README.md ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ # Model description
3
+
4
+ This is a Logistic Regression model trained on iris dataset. This model could beused to predict type of iris flower, given certain dimensions. This model is very basic andshould only be used as an example of how to use Highwind.
5
+
6
+ ## Intended uses & limitations
7
+
8
+ This model is made for the purposes of showing how to use Highwind only.
9
+
10
+ ## Training Procedure
11
+
12
+ [More Information Needed]
13
+
14
+ ### Hyperparameters
15
+
16
+ <details>
17
+ <summary> Click to expand </summary>
18
+
19
+ | Hyperparameter | Value |
20
+ |-------------------|---------|
21
+ | C | 1 |
22
+ | class_weight | |
23
+ | dual | False |
24
+ | fit_intercept | True |
25
+ | intercept_scaling | 1 |
26
+ | l1_ratio | |
27
+ | max_iter | 100 |
28
+ | multi_class | auto |
29
+ | n_jobs | |
30
+ | penalty | l2 |
31
+ | random_state | 42 |
32
+ | solver | lbfgs |
33
+ | tol | 0.0001 |
34
+ | verbose | 0 |
35
+ | warm_start | False |
36
+
37
+ </details>
38
+
39
+ ### Model Plot
40
+
41
+ <style>#sk-container-id-2 {color: black;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-2" class="sk-top-container" style="overflow: auto;"><div class="sk-text-repr-fallback"><pre>LogisticRegression(C=1, random_state=42)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-2" type="checkbox" checked><label for="sk-estimator-id-2" class="sk-toggleable__label sk-toggleable__label-arrow">LogisticRegression</label><div class="sk-toggleable__content"><pre>LogisticRegression(C=1, random_state=42)</pre></div></div></div></div></div>
42
+
43
+ ## Evaluation Results
44
+
45
+ [More Information Needed]
46
+
47
+ # How to Get Started with the Model
48
+
49
+ [More Information Needed]
50
+
51
+ # Model Card Authors
52
+
53
+ MelioAI, ruanmelio
54
+
55
+ # Model Card Contact
56
+
57
+ You can contact the model card authors through following channels:
58
+ [More Information Needed]
59
+
60
+ # Citation
61
+
62
+ Below you can find information related to citation.
63
+
64
+ **BibTeX:**
65
+ ```
66
+ [More Information Needed]
67
+ ```
68
+
69
+ # Intended uses & limitations
70
+
71
+ This model is made for the purposes of showing how to use Highwind only.
config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "sklearn": {
3
+ "columns": [
4
+ "sepal length (cm)",
5
+ "sepal width (cm)",
6
+ "petal length (cm)",
7
+ "petal width (cm)"
8
+ ],
9
+ "environment": [
10
+ "scikit-learn==1.3.0",
11
+ "joblib==1.3.2"
12
+ ],
13
+ "example_input": {
14
+ "petal length (cm)": [
15
+ 1.0,
16
+ 1.5,
17
+ 4.4
18
+ ],
19
+ "petal width (cm)": [
20
+ 0.2,
21
+ 0.4,
22
+ 1.4
23
+ ],
24
+ "sepal length (cm)": [
25
+ 4.6,
26
+ 5.7,
27
+ 6.7
28
+ ],
29
+ "sepal width (cm)": [
30
+ 3.6,
31
+ 4.4,
32
+ 3.1
33
+ ]
34
+ },
35
+ "model": {
36
+ "file": "model.joblib"
37
+ },
38
+ "model_format": "pickle",
39
+ "task": "tabular-classification",
40
+ "use_intelex": false
41
+ }
42
+ }
model.joblib ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:56c790c342c19c3016d729147ee08b66b97b42de7e3c4b15b10771b79dade826
3
+ size 975
scaler.joblib ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b186db61a5fd6f061b78e2e1dd4fe6e932be2cbeab9aad9e63c62ccdb49726a2
3
+ size 1095