learning-ai.cafe learning-ai.cafe / Leaderboard

Leaderboard

Everyone who improved a page, what they did, and their share of reader support. Half of every contribution goes to the people who wrote the pages, split by these scores.

1 contributors · 49 revisions · 385 pts

  1. 01 IG
    Igor Lima @igor17400
    385 pts
    48 page 1 fix figure worked-example review translation
    1. Learning by Comparison · Triplet Loss: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    2. Learning by Comparison · SimCLR: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    3. Learning by Comparison · References: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    4. Learning by Comparison · N-pair Loss: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    5. Learning by Comparison · Noise-Contrastive Estimation: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    6. Learning by Comparison · MoCo: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    7. Learning by Comparison · Lifted Structured Loss: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    8. Learning by Comparison · Introduction: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    9. Learning by Comparison · InfoNCE Loss: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    10. Mixture of Experts · A Decision With No Label: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    11. Mixture of Experts · References: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    12. Mixture of Experts · The Layer That Reads Everything: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    13. Mixture of Experts · Compute You Can Skip: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    14. Mixture of Experts · Committee or Competition: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    15. Mixture of Experts · Fixed Buffers, Dropped Tokens: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    16. Metrics · What a Metric Actually Is: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    17. Metrics · TPR and FPR: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    18. Metrics · References: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    19. Metrics · Precision: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    20. Metrics · Partial AUROC: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    21. Metrics · F1: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    22. Metrics · Balanced Accuracy: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    23. Metrics · ROC and AUROC: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    24. Metrics · PR Curves and AUPRC: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    25. Metrics · Accuracy: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    26. Embeddings · Learning by Prediction: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    27. Embeddings · The Vocabulary Problem: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    28. Embeddings · References: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    29. Embeddings · Reading a Modern Embedding Model: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    30. Embeddings · The One-Hot Baseline: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    31. Embeddings · Where One Vector per Word Runs Out: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    32. Embeddings · Word Has to Become a Vector: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    33. Embeddings · The Shape of the Space: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    34. Embeddings · The Company a Word Keeps: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    35. Embeddings · Contextual Embeddings: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    36. Attention · Measuring Similarity: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings fix, 1 pts #3
    37. Attention · References: Populate the shelf: self-supervised learning, mixture of experts, metrics, embeddings page, 8 pts #3
    38. Attention · The Transformer Block: content/attention chapters wip page, 8 pts #2
    39. Attention · From Scores to Weights: content/attention chapters wip page, 8 pts #2
    40. Attention · Measuring Similarity: content/attention chapters wip page, 8 pts #2
    41. Attention · Self-Attention: content/attention chapters wip page, 8 pts #2
    42. Attention · Scaled Dot-Product Attention: content/attention chapters wip page, 8 pts #2
    43. Attention · Positional Information: content/attention chapters wip page, 8 pts #2
    44. Attention · Multi-Head Attention: content/attention chapters wip page, 8 pts #2
    45. Attention · Masking and Causality: content/attention chapters wip page, 8 pts #2
    46. Attention · Why Attention?: content/attention chapters wip page, 8 pts #2
    47. Attention · The Whole Model: content/attention chapters wip page, 8 pts #2
    48. Attention · The Dictionary Analogy: content/attention chapters wip page, 8 pts #2
    49. Attention · Why Attention?: Add the "Why Attention?" chapter to the Attention tutorial page, 8 pts #1

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