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analyze_regression_exc(args, test_data, cortical_result, dist_results)
range(2)
range(4)
range(4)
range(n_states)
enumerate(samples)
np.concatenate((grid_dists[s_idxs].reshape((-1,1)
reshape((-1,1)
sm.add_constant(x_cat)
range(2)
run_regression(x_cat,y,grid_dists)
append(p_val)
append(t_val)
append(param)
append(bse)
run_regression(x_cat,y,grid_dists)
p_vals.append(p_val)
t_vals.append(t_val)
params.append(param)
bses.append(bse)
states.append(state)
removing (0,0)
and (3,3)
enumerate(samples)
if ((0 not in sample)
np.concatenate((grid_dists[s_idxs].reshape((-1,1)
reshape((-1,1)
sm.add_constant(x_cat)
range(2)
run_regression(x_cat,y,grid_dists)
append(p_val)
append(t_val)
append(param)
append(bse)
run_regression(x_cat,y,grid_dists)
p_vals.append(p_val)
t_vals.append(t_val)
params.append(param)
bses.append(bse)
states.append(16)
removing (0,0)
and (3,3)
and (0.3)
enumerate(samples)
if ((0 not in sample)
np.concatenate((grid_dists[s_idxs].reshape((-1,1)
reshape((-1,1)
sm.add_constant(x_cat)
range(2)
run_regression(x_cat,y,grid_dists)
append(p_val)
append(t_val)
append(param)
append(bse)
run_regression(x_cat,y,grid_dists)
p_vals.append(p_val)
t_vals.append(t_val)
params.append(param)
bses.append(bse)
states.append(17)
np.array(states)
np.array(p_vals)
np.array(t_vals)
np.array(params)
np.array(bses)
analyze_test_seq(args, test_data, cortical_result, dist_results)
sys.path.append("..")
test_data.loc2idx.items()
np.asarray(analyze_correct)
squeeze()
First (axis is at t=0)
context0 (xaxis)
enumerate(analyze_loader)
ctx.cpu()
numpy()
squeeze()
ctx0_g0.append(acc)
len(all_perms)
ctx0_g1.append(acc)
ctx0_g2.append(acc)
ctx0_g3.append(acc)
ctx1_g0.append(acc)
ctx1_g1.append(acc)
ctx1_g2.append(acc)
ctx1_g3.append(acc)
np.mean(ctx0_g0)
np.mean(ctx0_g1)
np.mean(ctx0_g2)
np.mean(ctx0_g3)
np.mean(ctx1_g0)
np.mean(ctx1_g1)
np.mean(ctx1_g2)
np.mean(ctx1_g3)
print('Accuracy at t=%s (face%s)
print('Accuracy at t=%s (face%s)
symbol_prompt()
dev_5_vwap_config_map.get("exchange")
EXAMPLE_PAIRS.get(exchange)
str2bool(value: str)
str(value)