Martin Rodrigo Morales
๐Ÿš€ Initial release: Advanced Transformer Sentiment Analysis
5b6f681
/* Reset and Base Styles */
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
line-height: 1.6;
color: #333;
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
min-height: 100vh;
}
.container {
max-width: 1200px;
margin: 0 auto;
padding: 0 20px;
}
/* Header */
.header {
background: rgba(255, 255, 255, 0.95);
backdrop-filter: blur(10px);
position: sticky;
top: 0;
z-index: 100;
box-shadow: 0 2px 20px rgba(0, 0, 0, 0.1);
}
.header-content {
display: flex;
justify-content: space-between;
align-items: center;
padding: 1rem 0;
}
.logo {
display: flex;
align-items: center;
gap: 0.5rem;
}
.logo i {
font-size: 1.5rem;
color: #667eea;
}
.logo h1 {
font-size: 1.5rem;
font-weight: 600;
color: #333;
}
.nav {
display: flex;
gap: 2rem;
}
.nav-link {
text-decoration: none;
color: #555;
font-weight: 500;
transition: color 0.3s ease;
}
.nav-link:hover {
color: #667eea;
}
/* Hero Section */
.hero {
text-align: center;
padding: 4rem 0;
color: white;
}
.hero h2 {
font-size: 3rem;
font-weight: 700;
margin-bottom: 1rem;
text-shadow: 0 2px 4px rgba(0, 0, 0, 0.3);
}
.hero p {
font-size: 1.2rem;
margin-bottom: 3rem;
opacity: 0.9;
}
.hero-stats {
display: flex;
justify-content: center;
gap: 3rem;
flex-wrap: wrap;
}
.stat {
display: flex;
flex-direction: column;
align-items: center;
}
.stat-number {
font-size: 2rem;
font-weight: 700;
margin-bottom: 0.5rem;
}
.stat-label {
font-size: 0.9rem;
opacity: 0.8;
text-transform: uppercase;
letter-spacing: 1px;
}
/* Demo Section */
.demo-section {
background: white;
padding: 4rem 0;
}
.demo-section h3 {
text-align: center;
font-size: 2.5rem;
margin-bottom: 3rem;
color: #333;
}
.api-status {
display: flex;
align-items: center;
gap: 0.5rem;
margin-bottom: 2rem;
padding: 1rem;
background: #f8f9fa;
border-radius: 8px;
font-weight: 500;
}
.api-status.online i {
color: #28a745;
}
.api-status.offline i {
color: #dc3545;
}
.api-status.loading i {
color: #ffc107;
animation: pulse 1s infinite;
}
@keyframes pulse {
0%, 100% { opacity: 1; }
50% { opacity: 0.5; }
}
.demo-card {
background: white;
border-radius: 12px;
padding: 2rem;
margin-bottom: 2rem;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
border: 1px solid #e9ecef;
}
.demo-card h4 {
display: flex;
align-items: center;
gap: 0.5rem;
margin-bottom: 1.5rem;
color: #333;
font-size: 1.3rem;
}
.demo-card h4 i {
color: #667eea;
}
/* Input Styles */
.input-group {
display: flex;
gap: 1rem;
margin-bottom: 1.5rem;
}
textarea {
flex: 1;
padding: 1rem;
border: 2px solid #e9ecef;
border-radius: 8px;
font-family: inherit;
font-size: 1rem;
resize: vertical;
transition: border-color 0.3s ease;
}
textarea:focus {
outline: none;
border-color: #667eea;
}
.btn-primary, .btn-secondary {
padding: 1rem 2rem;
border: none;
border-radius: 8px;
font-size: 1rem;
font-weight: 600;
cursor: pointer;
transition: all 0.3s ease;
display: flex;
align-items: center;
gap: 0.5rem;
white-space: nowrap;
}
.btn-primary {
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
color: white;
}
.btn-primary:hover {
transform: translateY(-2px);
box-shadow: 0 4px 12px rgba(102, 126, 234, 0.4);
}
.btn-secondary {
background: #6c757d;
color: white;
}
.btn-secondary:hover {
background: #545b62;
transform: translateY(-2px);
}
/* Result Styles */
.result-card {
background: #f8f9fa;
border-radius: 8px;
padding: 1.5rem;
margin-top: 1rem;
border-left: 4px solid #667eea;
}
.result-header {
display: flex;
justify-content: space-between;
align-items: center;
margin-bottom: 1rem;
}
.confidence-badge {
background: #667eea;
color: white;
padding: 0.25rem 0.75rem;
border-radius: 20px;
font-size: 0.8rem;
font-weight: 600;
}
.sentiment-display {
display: flex;
align-items: center;
gap: 1rem;
margin-bottom: 1.5rem;
}
.sentiment-icon {
font-size: 3rem;
}
.sentiment-icon.positive::before {
content: "๐Ÿ˜Š";
}
.sentiment-icon.negative::before {
content: "๐Ÿ˜ž";
}
.sentiment-icon.neutral::before {
content: "๐Ÿ˜";
}
.sentiment-text {
display: flex;
flex-direction: column;
}
.sentiment-label {
font-size: 1.2rem;
font-weight: 600;
margin-bottom: 0.25rem;
}
.confidence-text {
color: #666;
font-size: 0.9rem;
}
/* Batch Results */
.batch-results {
margin-top: 1.5rem;
}
.batch-result-item {
display: flex;
justify-content: space-between;
align-items: center;
padding: 0.75rem;
margin-bottom: 0.5rem;
background: white;
border-radius: 6px;
border-left: 3px solid transparent;
}
.batch-result-item.positive {
border-left-color: #28a745;
}
.batch-result-item.negative {
border-left-color: #dc3545;
}
.batch-text {
flex: 1;
margin-right: 1rem;
font-size: 0.9rem;
}
.batch-sentiment {
font-weight: 600;
margin-right: 0.5rem;
}
.batch-confidence {
color: #666;
font-size: 0.8rem;
}
/* Model Configuration */
.model-config {
display: flex;
gap: 2rem;
flex-wrap: wrap;
}
.config-group {
display: flex;
flex-direction: column;
gap: 0.5rem;
}
.config-group label {
font-weight: 500;
color: #555;
}
select {
padding: 0.5rem;
border: 2px solid #e9ecef;
border-radius: 6px;
font-family: inherit;
background: white;
}
select:focus {
outline: none;
border-color: #667eea;
}
/* Metrics Section */
.metrics-section {
background: #f8f9fa;
padding: 4rem 0;
min-height: 100vh; /* Altura mรญnima especรญfica */
max-height: 150vh; /* Altura mรกxima para evitar extensiรณn infinita */
overflow: hidden; /* Evitar desbordamiento */
}
.metrics-section h3 {
text-align: center;
font-size: 2.5rem;
margin-bottom: 3rem;
color: #333;
}
.metrics-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(350px, 1fr));
gap: 2rem;
max-width: 1200px; /* Anchura mรกxima para el grid */
margin: 0 auto; /* Centrar el grid */
}
.metric-card {
background: white;
border-radius: 12px;
padding: 2rem;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
height: fit-content; /* Altura que se ajuste al contenido */
max-height: 600px; /* Altura mรกxima para las tarjetas */
overflow: hidden; /* Evitar desbordamiento */
}
/* Canvas especรญficamente para los grรกficos */
.metric-card canvas {
max-height: 300px !important;
max-width: 100% !important;
}
.metric-card h4 {
margin-bottom: 1.5rem;
color: #333;
text-align: center;
}
.metric-details {
display: flex;
flex-direction: column;
gap: 0.5rem;
margin-top: 1rem;
}
.metric-item {
display: flex;
justify-content: space-between;
padding: 0.5rem 0;
border-bottom: 1px solid #e9ecef;
}
.metric-label {
font-weight: 500;
color: #555;
}
.metric-value {
font-weight: 600;
color: #333;
}
/* Performance Circles */
.performance-metrics {
display: flex;
justify-content: space-around;
align-items: center;
flex-wrap: wrap;
gap: 1rem;
}
.performance-item {
display: flex;
flex-direction: column;
align-items: center;
gap: 0.5rem;
}
.performance-circle {
width: 80px;
height: 80px;
border-radius: 50%;
background: conic-gradient(#667eea 0deg, #e9ecef 0deg);
display: flex;
align-items: center;
justify-content: center;
position: relative;
font-weight: 700;
color: #333;
}
.performance-circle::before {
content: '';
position: absolute;
width: 60px;
height: 60px;
background: white;
border-radius: 50%;
}
.performance-circle span {
position: relative;
z-index: 1;
font-size: 0.9rem;
}
/* Architecture Section */
.architecture-section {
background: white;
padding: 4rem 0;
}
.architecture-section h3 {
text-align: center;
font-size: 2.5rem;
margin-bottom: 3rem;
color: #333;
}
.architecture-diagram {
display: flex;
justify-content: center;
align-items: center;
flex-wrap: wrap;
gap: 1rem;
margin-bottom: 3rem;
}
.arch-component {
background: white;
border: 2px solid #e9ecef;
border-radius: 12px;
padding: 1.5rem;
text-align: center;
min-width: 120px;
transition: all 0.3s ease;
cursor: pointer;
}
.arch-component:hover {
border-color: #667eea;
transform: translateY(-2px);
box-shadow: 0 4px 12px rgba(102, 126, 234, 0.2);
}
.arch-component i {
font-size: 2rem;
color: #667eea;
margin-bottom: 0.5rem;
}
.arch-component h4 {
margin-bottom: 0.5rem;
color: #333;
}
.arch-component p {
font-size: 0.8rem;
color: #666;
}
.arch-arrow {
font-size: 1.5rem;
color: #667eea;
font-weight: bold;
}
/* Tech Stack */
.tech-stack {
text-align: center;
}
.tech-stack h4 {
margin-bottom: 1.5rem;
color: #333;
}
.tech-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));
gap: 1rem;
}
.tech-item {
display: flex;
flex-direction: column;
align-items: center;
padding: 1rem;
background: #f8f9fa;
border-radius: 8px;
transition: all 0.3s ease;
}
.tech-item:hover {
background: #667eea;
color: white;
transform: translateY(-2px);
}
.tech-item i {
font-size: 2rem;
margin-bottom: 0.5rem;
}
.architecture-info {
display: flex;
flex-direction: column;
gap: 1rem;
}
.arch-item {
display: flex;
align-items: center;
gap: 0.75rem;
padding: 0.75rem;
background: #f8f9fa;
border-radius: 6px;
}
.arch-item i {
color: #667eea;
width: 20px;
text-align: center;
}
/* About Section */
.about-section {
background: #f8f9fa;
padding: 4rem 0;
}
.about-section h3 {
text-align: center;
font-size: 2.5rem;
margin-bottom: 3rem;
color: #333;
}
.about-content {
display: grid;
grid-template-columns: 2fr 1fr;
gap: 3rem;
align-items: start;
}
.about-text h4 {
margin: 1.5rem 0 1rem 0;
color: #333;
}
.about-text ul {
list-style: none;
padding: 0;
}
.about-text li {
display: flex;
align-items: center;
gap: 0.5rem;
margin-bottom: 0.5rem;
}
.about-text li i {
color: #28a745;
}
.about-stats {
display: flex;
flex-direction: column;
gap: 1rem;
}
.stat-box {
background: white;
padding: 1.5rem;
border-radius: 8px;
box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
}
.stat-box h4 {
margin-bottom: 1rem;
color: #667eea;
}
/* Footer */
.footer {
background: #333;
color: white;
padding: 3rem 0 1rem 0;
}
.footer-content {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
gap: 2rem;
margin-bottom: 2rem;
}
.footer-section h4 {
margin-bottom: 1rem;
color: #667eea;
}
.footer-section a {
display: block;
color: #ccc;
text-decoration: none;
margin-bottom: 0.5rem;
transition: color 0.3s ease;
}
.footer-section a:hover {
color: #667eea;
}
.footer-bottom {
text-align: center;
padding-top: 2rem;
border-top: 1px solid #555;
color: #aaa;
}
/* Loading Overlay */
.loading-overlay {
position: fixed;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: rgba(0, 0, 0, 0.7);
display: flex;
flex-direction: column;
justify-content: center;
align-items: center;
z-index: 1000;
color: white;
}
.spinner {
width: 50px;
height: 50px;
border: 4px solid rgba(255, 255, 255, 0.3);
border-top: 4px solid white;
border-radius: 50%;
animation: spin 1s linear infinite;
margin-bottom: 1rem;
}
@keyframes spin {
0% { transform: rotate(0deg); }
100% { transform: rotate(360deg); }
}
/* Responsive Design */
@media (max-width: 768px) {
.header-content {
flex-direction: column;
gap: 1rem;
}
.hero h2 {
font-size: 2rem;
}
.hero-stats {
gap: 1.5rem;
}
.input-group {
flex-direction: column;
}
.metrics-grid {
grid-template-columns: 1fr;
}
.architecture-diagram {
flex-direction: column;
}
.arch-arrow {
transform: rotate(90deg);
}
.about-content {
grid-template-columns: 1fr;
}
.model-config {
flex-direction: column;
}
}
/* Chart containers */
canvas {
max-width: 100%;
height: auto;
}
/* Animations */
@keyframes fadeIn {
from { opacity: 0; transform: translateY(20px); }
to { opacity: 1; transform: translateY(0); }
}
.demo-card, .metric-card {
animation: fadeIn 0.6s ease-out;
}
/* Utility classes */
.text-center { text-align: center; }
.mb-1 { margin-bottom: 1rem; }
.mb-2 { margin-bottom: 2rem; }
.mt-1 { margin-top: 1rem; }
.mt-2 { margin-top: 2rem; }
/* Interpretability Section */
.interpretability-section {
padding: 4rem 0;
background: rgba(255, 255, 255, 0.98);
backdrop-filter: blur(10px);
margin: 2rem 0;
border-radius: 20px;
box-shadow: 0 10px 40px rgba(0, 0, 0, 0.1);
}
.interpretability-section h3 {
text-align: center;
margin-bottom: 1rem;
color: #333;
font-size: 2.5rem;
font-weight: 600;
}
.interpretability-section p {
text-align: center;
margin-bottom: 3rem;
color: #666;
font-size: 1.2rem;
max-width: 600px;
margin-left: auto;
margin-right: auto;
}
.interpretability-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(400px, 1fr));
gap: 2rem;
margin-top: 2rem;
}
.interpretation-card {
min-height: 400px;
}
/* Attention Tabs */
.attention-tabs {
display: flex;
border-bottom: 1px solid #e1e5e9;
margin-bottom: 1.5rem;
}
.tab-btn {
background: none;
border: none;
padding: 0.75rem 1.5rem;
cursor: pointer;
font-weight: 500;
color: #666;
border-bottom: 2px solid transparent;
transition: all 0.3s ease;
}
.tab-btn:hover {
color: #667eea;
background: rgba(102, 126, 234, 0.05);
}
.tab-btn.active {
color: #667eea;
border-bottom-color: #667eea;
background: rgba(102, 126, 234, 0.05);
}
.tab-content {
min-height: 300px;
}
.tab-panel {
display: none;
}
.tab-panel.active {
display: block;
animation: fadeIn 0.3s ease-out;
}
/* Interactive Attention */
.interactive-attention {
background: #f8fafc;
border-radius: 10px;
padding: 1.5rem;
}
.attention-controls {
display: flex;
gap: 1rem;
margin-bottom: 1.5rem;
flex-wrap: wrap;
}
.attention-controls label {
display: flex;
align-items: center;
gap: 0.5rem;
font-weight: 500;
}
.attention-controls select {
padding: 0.5rem;
border: 1px solid #d1d5db;
border-radius: 6px;
background: white;
font-size: 0.9rem;
}
.attention-matrix {
background: white;
border-radius: 8px;
padding: 1rem;
box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1);
overflow-x: auto;
}
/* Token Importance */
.token-importance-viz {
background: #f8fafc;
border-radius: 10px;
padding: 1.5rem;
}
.token-bars {
display: flex;
flex-direction: column;
gap: 0.5rem;
}
.token-bar {
display: flex;
align-items: center;
gap: 1rem;
}
.token-bar-label {
min-width: 80px;
font-family: 'Courier New', monospace;
font-size: 0.9rem;
font-weight: bold;
}
.token-bar-fill {
height: 20px;
background: linear-gradient(90deg, #667eea, #764ba2);
border-radius: 4px;
transition: width 0.5s ease;
}
.token-bar-value {
font-size: 0.8rem;
color: #666;
min-width: 40px;
}
/* SHAP Explanation */
.shap-explanation {
text-align: center;
}
.shap-explanation img {
border-radius: 8px;
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
}
/* Loading states */
.loading {
display: flex;
align-items: center;
justify-content: center;
gap: 0.5rem;
padding: 2rem;
color: #667eea;
font-weight: 500;
}
.loading i {
font-size: 1.2rem;
}
/* Info placeholders */
.info-placeholder {
text-align: center;
padding: 2rem;
background: linear-gradient(135deg, rgba(102, 126, 234, 0.05), rgba(118, 75, 162, 0.05));
border-radius: 12px;
border: 2px dashed rgba(102, 126, 234, 0.3);
}
.info-placeholder i {
font-size: 3rem;
color: #667eea;
margin-bottom: 1rem;
opacity: 0.6;
}
.info-placeholder p {
color: #666;
font-size: 1rem;
margin: 0.5rem 0;
}
.info-placeholder .placeholder-hint {
font-weight: 600;
color: #333;
margin-top: 1.5rem;
margin-bottom: 0.5rem;
}
.info-placeholder .feature-list {
list-style: none;
padding: 0;
margin: 1rem auto;
max-width: 400px;
text-align: left;
}
.info-placeholder .feature-list li {
padding: 0.5rem;
color: #555;
font-size: 0.9rem;
}
.info-placeholder .feature-list i {
color: #667eea;
margin-right: 0.5rem;
font-size: 0.9rem;
}
/* Prediction result in interpretability */
#interpret-prediction {
margin-top: 1.5rem;
padding: 1rem;
background: rgba(102, 126, 234, 0.05);
border-radius: 8px;
border-left: 4px solid #667eea;
}
/* Attention heatmap styling */
.attention-heatmap {
width: 100%;
height: auto;
border-radius: 8px;
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
}
.attention-heatmap-table {
overflow-x: auto;
max-width: 100%;
}
.attention-heatmap-table table {
border-collapse: collapse;
font-size: 0.8rem;
white-space: nowrap;
}
.attention-heatmap-table td {
padding: 4px 6px;
border: 1px solid #e1e5e9;
text-align: center;
min-width: 40px;
}
.attention-heatmap-table .token-header {
background: #f8fafc;
font-weight: bold;
writing-mode: vertical-rl;
text-orientation: mixed;
max-width: 30px;
font-size: 0.7rem;
}
/* Responsive adjustments for interpretability */
@media (max-width: 768px) {
.interpretability-grid {
grid-template-columns: 1fr;
}
.attention-controls {
flex-direction: column;
}
.attention-tabs {
flex-wrap: wrap;
}
.tab-btn {
flex: 1;
min-width: 120px;
}
}