diff --git a/Final Project/avg_within_session_mi_trajectory_by_pair.png b/Final Project/avg_within_session_mi_trajectory_by_pair.png new file mode 100644 index 0000000..62d89bf Binary files /dev/null and b/Final Project/avg_within_session_mi_trajectory_by_pair.png differ diff --git a/Final Project/avg_within_session_trajectory_cross_overlay.png b/Final Project/avg_within_session_trajectory_cross_overlay.png new file mode 100644 index 0000000..1f64aa4 Binary files /dev/null and b/Final Project/avg_within_session_trajectory_cross_overlay.png differ diff --git a/Final Project/overall_analysis.ipynb b/Final Project/overall_analysis.ipynb index ee6f2b5..7f0f834 100755 --- a/Final Project/overall_analysis.ipynb +++ b/Final Project/overall_analysis.ipynb @@ -1615,6 +1615,198 @@ "print(f' NOFES: mean slope = {nofes_slopes.mean():+.4f} (n={len(nofes_slopes)})')" ] }, + { + "cell_type": "code", + "execution_count": 42, + "id": "d26b244a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: avg_within_session_mi_trajectory_by_pair.png\n" + ] + } + ], + "source": [ + "# Creating an aggregated view of trajectories by Calibration Pair\n", + "# Averages all subject trajectories under each condition/pair, padding with NaNs for uneven lengths\n", + "import warnings\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(13, 4.5), sharey=True)\n", + "fig.suptitle(f'Cross-Subject Average MI Trajectory split by Calibration Type (window = {WINDOW})',\n", + " fontsize=13, fontweight='bold', y=1.02)\n", + "\n", + "traj_groups = {}\n", + "for r in lr_results:\n", + " key = (r['pair'], r['cond'])\n", + " if key not in traj_groups:\n", + " traj_groups[key] = []\n", + " traj_groups[key].append(r['traj'])\n", + "\n", + "for i, (pair_name, sub_label) in enumerate(PAIRS_TO_PLOT):\n", + " ax = axes[i]\n", + " for cond in ['FES', 'NOFES']:\n", + " key = (pair_name, cond)\n", + " if key in traj_groups:\n", + " trajs = traj_groups[key]\n", + " max_len = max(len(t) for t in trajs)\n", + " \n", + " # Pad uneven trajectories with NaNs to average them step-by-step\n", + " padded = np.full((len(trajs), max_len), np.nan)\n", + " for j, t in enumerate(trajs):\n", + " padded[j, :len(t)] = t\n", + " \n", + " with warnings.catch_warnings():\n", + " warnings.simplefilter(\"ignore\", category=RuntimeWarning)\n", + " mean_traj = np.nanmean(padded, axis=0)\n", + " # Compute standard error of the mean for the shaded variance area\n", + " n_present = np.sum(~np.isnan(padded), axis=0)\n", + " sem_traj = np.nanstd(padded, axis=0, ddof=1) / np.sqrt(n_present)\n", + " \n", + " x_vals = np.arange(max_len)\n", + " ax.plot(x_vals, mean_traj, color=cond_color[cond], label=f'ONLINE_{cond} (avg)', lw=2)\n", + " \n", + " # Add a shaded semi-transparent region to show confidence interval / Variance\n", + " ax.fill_between(x_vals, mean_traj - sem_traj, mean_traj + sem_traj, \n", + " color=cond_color[cond], alpha=0.15, edgecolor='none')\n", + " \n", + " ax.axhline(0.5, color='gray', linestyle='--', lw=0.8, alpha=0.6)\n", + " ax.set_title(sub_label, fontweight='bold')\n", + " ax.set_xlabel(f'Sliding window start (trial index)')\n", + " ax.grid(axis='y', alpha=0.3)\n", + " ax.spines[['top','right']].set_visible(False)\n", + " \n", + "axes[0].set_ylabel('Average MI Accuracy within window')\n", + "axes[0].legend(loc='lower left')\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig('avg_within_session_mi_trajectory_by_pair.png', dpi=150, bbox_inches='tight')\n", + "plt.show()\n", + "print('Saved: avg_within_session_mi_trajectory_by_pair.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "ddedb148", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: avg_within_session_trajectory_cross_overlay.png\n" + ] + } + ], + "source": [ + "# Re-calculate trajectories for BOTH MI and REST trials to support the requested 2x2 overlay\n", + "WINDOW_BOTH = 8\n", + "\n", + "lr_results_all = []\n", + "for r in results:\n", + " for trial_type in ['MI', 'REST']:\n", + " successes = np.array([int(t['success']) for t in r['trials'] if t['cls'] == trial_type])\n", + " if len(successes) < WINDOW_BOTH + 2:\n", + " continue\n", + " traj = np.array([successes[i:i+WINDOW_BOTH].mean()\n", + " for i in range(len(successes) - WINDOW_BOTH + 1)])\n", + " lr_results_all.append(dict(\n", + " subj=r['subject'], pair=r['pair'], cond=r['condition'], \n", + " trial_type=trial_type, traj=traj\n", + " ))\n", + "\n", + "# Create a 2x2 grid: Rows = MI vs REST, Cols = ONLINE FES vs ONLINE NOFES\n", + "# In each subplot, overlay Pair 1 (FES CALIB) vs Pair 2 (NOFES CALIB)\n", + "fig, axes = plt.subplots(2, 2, figsize=(14, 9), sharey=True, sharex=True)\n", + "fig.suptitle(f'Cross-Subject Average Trajectory split by Online Condition & Trial Type (window = {WINDOW_BOTH})\\n'\n", + " 'Lines overlay Calibration Types: Pair 1 (FES) vs Pair 2 (NOFES)',\n", + " fontsize=13, fontweight='bold', y=1.02)\n", + "\n", + "TRIAL_TYPES = ['MI', 'REST']\n", + "ONLINE_CONDS = ['FES', 'NOFES']\n", + "\n", + "# Define distinct line colors / styles for the Calibration pairs to avoid confusion with Online Conds\n", + "# Pair 1 (FES_CALIB) -> dark orange-ish\n", + "# Pair 2 (NOFES_CALIB) -> dark blue-ish\n", + "calib_style = {\n", + " 'Pair1': {'color': '#d95f02', 'label': 'FES_CALIB (Pair 1)'},\n", + " 'Pair2': {'color': '#1f78b4', 'label': 'NOFES_CALIB (Pair 2)'}\n", + "}\n", + "\n", + "import warnings\n", + "\n", + "for row_idx, trial_type in enumerate(TRIAL_TYPES):\n", + " for col_idx, online_cond in enumerate(ONLINE_CONDS):\n", + " ax = axes[row_idx, col_idx]\n", + " \n", + " for pair_prefix, style_info in calib_style.items():\n", + " # Extract trajectories matching this specific combination:\n", + " # (trial_type, online_cond, pair starts with Pair1 or Pair2)\n", + " match_subset = [r['traj'] for r in lr_results_all \n", + " if r['trial_type'] == trial_type \n", + " and r['cond'] == online_cond \n", + " and r['pair'].startswith(pair_prefix)]\n", + " \n", + " if not match_subset:\n", + " continue\n", + " \n", + " max_len = max(len(t) for t in match_subset)\n", + " padded = np.full((len(match_subset), max_len), np.nan)\n", + " for j, t in enumerate(match_subset):\n", + " padded[j, :len(t)] = t\n", + " \n", + " with warnings.catch_warnings():\n", + " warnings.simplefilter(\"ignore\", category=RuntimeWarning)\n", + " mean_traj = np.nanmean(padded, axis=0)\n", + " n_present = np.sum(~np.isnan(padded), axis=0)\n", + " sem_traj = np.nanstd(padded, axis=0, ddof=1) / np.sqrt(n_present)\n", + " \n", + " x_vals = np.arange(max_len)\n", + " ax.plot(x_vals, mean_traj, color=style_info['color'], label=style_info['label'], lw=2)\n", + " ax.fill_between(x_vals, mean_traj - sem_traj, mean_traj + sem_traj, \n", + " color=style_info['color'], alpha=0.15, edgecolor='none')\n", + " \n", + " ax.axhline(0.5, color='gray', linestyle='--', lw=0.8, alpha=0.6)\n", + " ax.set_title(f'ONLINE: {online_cond} | Trials: {trial_type}', fontweight='bold')\n", + " ax.grid(axis='y', alpha=0.3)\n", + " ax.spines[['top','right']].set_visible(False)\n", + " \n", + " if row_idx == 1:\n", + " ax.set_xlabel('Sliding window start (trial index)')\n", + " if col_idx == 0:\n", + " ax.set_ylabel('Average Accuracy within window')\n", + " if row_idx == 0 and col_idx == 0:\n", + " ax.legend(loc='lower left')\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig('avg_within_session_trajectory_cross_overlay.png', dpi=150, bbox_inches='tight')\n", + "plt.show()\n", + "print('Saved: avg_within_session_trajectory_cross_overlay.png')" + ] + }, { "cell_type": "code", "execution_count": 35,