<commit_before># Task2

# Image Dithering

## David

| Effect type | Image                         |
| :---        | :---:                         |
| original    | ![david](resources/david.png) |
| threshold   | ![david](results/david_threshold.png) |
| random      | ![david](results/david_random.png) |
| ordered     | ![david](results/david_ordered.png) |
| error diffusion | ![david](results/david_diffusion.png) |
| floyd       | ![david](results/david_floyd.png) |

## Woman

| Effect type | Image |
| :--- | :---: |
| original | ![woman](resources/woman.png) |
| threshold | ![woman](resources/woman_threshold.png) |
| random | ![woman](resources/woman_random.png) |
| ordered | ![woman](resources/woman_ordered.png) |
| error diffusion | ![woman](resources/woman_diffusion.png) |
| floyd | ![woman](resources/woman_floyd.png) |

## Gradient-h

| Effect type | Image |
| :--- | :---: |
| original | ![gradient-h](resources/gradient-h.png) |
| threshold | ![gradient-h](resources/gradient-h_threshold.png) |
| random | ![gradient-h](resources/gradient-h_random.png) |
| ordered | ![gradient-h](resources/gradient-h_ordered.png) |
| error diffusion | ![gradient-h](resources/gradient-h_diffusion.png) |
| floyd | ![gradient-h](resources/gradient-h_floyd.png) |

## Kodim08

| Effect type | Image |
| :--- | :---: |
| original | ![kodim08](resources/kodim08.png) |
| threshold | ![kodim08](resources/kodim08_threshold.png) |
| random | ![kodim08](resources/kodim08_random.png) |
| ordered | ![kodim08](resources/kodim08_ordered.png) |
| error diffusion | ![kodim08](resources/kodim08_diffusion.png) |
| floyd | ![kodim08](resources/kodim08_floyd.png) |

## Kodim15

| Effect type | Image |
| :--- | :---: |
| original | ![kodim15](resources/kodim15.png) |
| threshold | ![kodim15](resources/kodim15_threshold.png) |
| random | ![kodim15](resources/kodim15_random.png) |
| ordered | ![kodim15](resources/kodim15_ordered.png) |
| error diffusion | ![kodim15](resources/kodim15_diffusion.png) |
| floyd | ![kodim15](resources/kodim15_floyd.png) |<commit_msg>Fix typo<commit_after># Task2

# Image Dithering

## David

| Effect type | Image                         |
| :---        | :---:                         |
| original    | ![david](resources/david.png) |
| threshold   | ![david](results/david_threshold.png) |
| random      | ![david](results/david_random.png) |
| ordered     | ![david](results/david_ordered.png) |
| error diffusion | ![david](results/david_diffusion.png) |
| floyd       | ![david](results/david_floyd.png) |

## Woman

| Effect type | Image |
| :--- | :---: |
| original | ![woman](results/woman.png) |
| threshold | ![woman](results/woman_threshold.png) |
| random | ![woman](results/woman_random.png) |
| ordered | ![woman](results/woman_ordered.png) |
| error diffusion | ![woman](results/woman_diffusion.png) |
| floyd | ![woman](results/woman_floyd.png) |

## Gradient-h

| Effect type | Image |
| :--- | :---: |
| original | ![gradient-h](results/gradient-h.png) |
| threshold | ![gradient-h](results/gradient-h_threshold.png) |
| random | ![gradient-h](results/gradient-h_random.png) |
| ordered | ![gradient-h](results/gradient-h_ordered.png) |
| error diffusion | ![gradient-h](results/gradient-h_diffusion.png) |
| floyd | ![gradient-h](results/gradient-h_floyd.png) |

## Kodim08

| Effect type | Image |
| :--- | :---: |
| original | ![kodim08](results/kodim08.png) |
| threshold | ![kodim08](results/kodim08_threshold.png) |
| random | ![kodim08](results/kodim08_random.png) |
| ordered | ![kodim08](results/kodim08_ordered.png) |
| error diffusion | ![kodim08](results/kodim08_diffusion.png) |
| floyd | ![kodim08](results/kodim08_floyd.png) |

## Kodim15

| Effect type | Image |
| :--- | :---: |
| original | ![kodim15](results/kodim15.png) |
| threshold | ![kodim15](results/kodim15_threshold.png) |
| random | ![kodim15](results/kodim15_random.png) |
| ordered | ![kodim15](results/kodim15_ordered.png) |
| error diffusion | ![kodim15](results/kodim15_diffusion.png) |
| floyd | ![kodim14](results/kodim15_floyd.png) |
{'fraction_non_alphanumeric': 0.19818047701008115, 'fraction_numerical': 0.026063437423162035, 'mean_word_length': 3.9130434782608696, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '714902', 'n_tokens_mistral': 1619, 'n_tokens_neox': 1474, 'n_words': 179}