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updated stuff
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@ -678,7 +678,7 @@ def tanh_regression(x, y):
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for i in range(len(x)):
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for i in range(len(x)):
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z = x[i]
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z = x[i]
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exec("vals.append(" + eq_str + ")")
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exec("vals.append(" + eq_str + ")") in globals(), locals()
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_rms = rms(vals, y)
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_rms = rms(vals, y)
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r2_d2 = r_squared(vals, y)
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r2_d2 = r_squared(vals, y)
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@ -838,11 +838,11 @@ def basic_analysis(filepath): #assumes that rows are the independent variable an
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def benchmark(x, y):
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def benchmark(x, y):
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start_g = time.time()
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start_g = time.time()
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generate_data("benchmark_data.csv", x, y, -10, 10)
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generate_data("data.csv", x, y, -10, 10)
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end_g = time.time()
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end_g = time.time()
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start_a = time.time()
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start_a = time.time()
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basic_analysis("benchmark_data.csv")
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basic_analysis("data.csv")
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end_a = time.time()
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end_a = time.time()
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return [(end_g - start_g), (end_a - start_a)]
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return [(end_g - start_g), (end_a - start_a)]
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data analysis/analysis.pyc
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data analysis/analysis.pyc
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6
data analysis/requirements.txt
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data analysis/requirements.txt
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@ -0,0 +1,6 @@
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matplotlib==3.0.2
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numpy==1.15.4
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scipy==1.1.0
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sklearn==0.0
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torch==0.4.1
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torchvision==0.2.1
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