Spaces:
Sleeping
Sleeping
Jensen-holm
commited on
Commit
·
1936952
1
Parent(s):
88a3c01
cleaning up readme, now moving on to building clustering algorithms from scratch
Browse files- README.md +3 -237
- app.py +1 -2
- neural_network/backprop.py +0 -3
README.md
CHANGED
@@ -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": "tanh",
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"hidden_size":
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"learning_rate": 0.
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}
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}
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@@ -31,237 +31,3 @@ 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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```json
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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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}
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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": 100,
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"activation_func": "tanh",
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"hidden_size": 8,
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"learning_rate": 0.01
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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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app.py
CHANGED
@@ -1,6 +1,5 @@
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from flask import Flask, request, jsonify, make_response, render_template
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from dataset.random import random_dataset
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from dataset.iris import iris
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from opts import options
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if __name__ == "__main__":
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app.run()
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from flask import Flask, request, jsonify, make_response, render_template
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from dataset.iris import iris
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from opts import options
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if __name__ == "__main__":
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app.run(debug=False)
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neural_network/backprop.py
CHANGED
@@ -65,9 +65,6 @@ def bp(
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def compute_node(arr, w, b, func):
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"""
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Computes nodes during forward prop
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"""
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return func(np.dot(arr, w) + b)
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def compute_node(arr, w, b, func):
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return func(np.dot(arr, w) + b)
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