Spaces:
Sleeping
Sleeping
Commit
·
137390c
1
Parent(s):
d0fc146
showing sample output for simple request in readme
Browse files
README.md
CHANGED
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@@ -11,10 +11,10 @@ import json
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request_params = {
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"algorithm": "neural-network",
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"arguments": {
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-
"epochs":
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"activation_func": "
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"hidden_size":
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"learning_rate": 0.1
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}
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}
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@@ -31,3 +31,237 @@ r = requests.post(
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model_data = r.json()
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print(model_data)
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```
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request_params = {
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"algorithm": "neural-network",
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"arguments": {
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+
"epochs": 20,
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+
"activation_func": "tanh",
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"hidden_size": 12,
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"learning_rate": 0.1
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}
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}
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model_data = r.json()
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print(model_data)
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```
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+
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+
```json
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+
{
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+
"activation_func": "tanh",
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"b1": [
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+
[
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+
602.2458551757542,
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+
-683.446253227002,
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+
650.3183189757099,
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+
-523.2155000337558,
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+
609.3366256008726,
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+
639.2267460958211,
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+
695.2165647208506,
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+
-606.7936305551088,
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+
657.4012435144655,
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+
711.4633443525767,
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+
-471.4445655803913,
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+
-630.9028119023186
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]
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],
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"b2": [
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[
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+
67.47031899621929
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]
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],
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"epochs": 20,
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"func_prime": "tanh_prime",
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"hidden_size": 12,
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"learning_rate": 0.1,
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+
"loss_history": [
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+
7.461892920397806,
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3.5105095887100286,
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3.3859446278971737,
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3.4806412166759375,
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3.3714285714285714,
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3.3714285714285714,
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3.4857142857142858,
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3.4857142857142858
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],
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"mse": 4.366666666666666,
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"w1": [
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[
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],
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264.002073506371,
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147.69195397715987,
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[
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[
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88.49474524464306,
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86.0305118859619,
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93.16829004526869,
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],
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],
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-140.07549569653207,
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159.79258368372882,
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167.97957633446296,
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143.59365538519984,
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33.10058982579867,
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14.326183936375225,
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22.847682776553654
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],
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[
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59.928298086414046,
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45.77995718777185,
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52.78060231673277,
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39.00509354075285,
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]
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],
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"w2": [
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[
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52.018661530077026
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],
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[
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],
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[
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54.045741372334284
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],
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[
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],
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[
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],
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[
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],
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[
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],
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[
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-52.31844356040513
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],
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[
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55.59854459451529
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],
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[
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58.05680177825883
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],
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[
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],
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[
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-54.561775545109555
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]
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]
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}
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| 267 |
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```
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