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lambdaofgod
/
github_search
mirror of https://github.com/lambdaofgod/github_search

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env.yaml 2.2 KB
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  1. paperswithcode_path: "data/paperswithcode_with_tasks.csv"
    2. 

  2. metrics:
    3. 

  3.   information_retrieval_metric: "accuracy@10"
    4. 

  4. fasttext:
    5. 

  5.   dimension: 200
    6. 

  6.   epochs: 5 
    7. 

  7. word2vec:
    8. 

  8.   epochs:  1
    9. 

  9.   dimension: 200
    10. 

  10. gnn:
    11. 

  11.   unsupervised_params:
    12. 

  12.     epochs: 1
    13. 

  13.     num_neighbors: [25, 5]
    14. 

  14.     model_name: "graphsage"
    15. 

  15.     layers: 2
    16. 

  16.     batch_size: 4 
    17. 

  17.     hidden_channels: 512 
    18. 

  18.     model_name: "graphsage"
    19. 

  19.     lr: 0.001
    20. 

  20.     weight_decay: 0.0001
    21. 

  21.   sentence_transformer_model_name: "flax-sentence-embeddings/st-codesearch-distilroberta-base"
    22. 

  22.   similarity_model_params:
    23. 

  23.       epochs: 5
    24. 

  24.       hidden_channels: 128
    25. 

  25.       batch_size: 16 
    26. 

  26.       test_run: False
    27. 

  27. graph_records_path: "data/dependency_records.csv"
    28. 

  28. python_files_path: "data/all_crawled_python_files.parquet"
    29. 

  29. rnn_config:
    30. 

  30.   model_type: "sru"
    31. 

  31.   n_hidden: 128
    32. 

  32.   pooling_mode_max_tokens: True
    33. 

  33.   pooling_mode_mean_tokens: True
    34. 

  34.   tokenizer: "PythonCodeTokenizer"
    35. 

  35.   max_seq_length: 128
    36. 

  36. transformer:
    37. 

  37.   T5_model: "Salesforce/codet5-base-multi-sum"
    38. 

  38.   # "SEBIS/code_trans_t5_base_source_code_summarization_python_multitask_finetune"
    39. 

  39.   max_source_length: 256 
    40. 

  40.   max_target_length: 64
    41. 

  41. summarization:
    42. 

  42.   transformer_model_name: "doc2query/stackexchange-title-body-t5-base-v1"
    43. 

  43. ulmfit_path: "output/models/learn_bigger_data_longer.pkl"
    44. 

  44. nbow:
    45. 

  45.   additional_columns: ["titles", "readme"]
    46. 

  46.   n_readme_lines: 10
    47. 

  47.   config_names: [
    48. 

  48.     'readme#dependencies-MiniLM-nbow-mnrl',
    49. 

  49.     'readme-MiniLM-nbow-mnrl',
    50. 

  50.     'titles-nbow-nbow-mnrl',
    51. 

  51.     'readme-nbow-nbow-mnrl',
    52. 

  52.     'titles#dependencies-MiniLM-nbow-mnrl',
    53. 

  53.     'dependencies-MiniLM-nbow-mse',
    54. 

  54.     'titles-MiniLM-nbow-mse',
    55. 

  55.     'titles#dependencies-MiniLM-nbow-mse',
    56. 

  56.     'titles-MiniLM-nbow-mnrl',
    57. 

  57.     'dependencies-MiniLM-nbow-mnrl',
    58. 

  58.     'dependencies-nbow-nbow-mnrl',
    59. 

  59.     'readme#dependencies-nbow-nbow-mnrl',
    60. 

  60.     'titles-MiniLM-MiniLM-mnrl',
    61. 

  61.     'titles#dependencies-nbow-nbow-mnrl',
    62. 

  62.     'titles-MiniLM-MiniLM-mse',
    63. 

  63.     'readme#signatures-MiniLM-nbow-mnrl',
    64. 

  64.     'titles#signatures-MiniLM-nbow-mnrl',
    65. 

  65.     'signatures-MiniLM-nbow-mse',
    66. 

  66.     'titles#signatures-MiniLM-nbow-mse',
    67. 

  67.     'signatures-MiniLM-nbow-mnrl',
    68. 

  68.     'signatures-nbow-nbow-mnrl',
    69. 

  69.     'readme#signatures-nbow-nbow-mnrl',
    70. 

  70.     'titles#signatures-nbow-nbow-mnrl'
    71. 

  71.   ]
    72. 

  72. neptune_config_path: "neptune_stuff.json"
    73.
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Integrate Google Cloud Storage
Use Google Storage
Select bucket
Upload key
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Use Google Cloud Storage!

Browsing data directories saved to Google Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your Google Storage bucket

Service Account Key

Congratulations!

github_search is now integrated with Google Cloud Storage!

Delete Storage Key

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Integrate AWS S3
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Access key
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Use AWS S3 as storage!

Browsing data directories saved to S3 is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Access key (If needed)

Congratulations!

github_search is now integrated with AWS S3!

Delete Storage Key

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Integrate S3 compatible storage
Use S3 like remote
Select bucket
Access key
Finish

Use any S3 compatible storage!

Browsing data directories saved to S3 compatible storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Access key (If needed)

Congratulations!

github_search is now integrated with your S3 compatible storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes
Integrate Azure Cloud Storage
Use Azure Storage
Select bucket
Set key
Finish

Use Azure Cloud Storage!

Browsing data directories saved to Azure Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your Azure Storage bucket

Access key (If needed)

Congratulations!

github_search is now integrated with Azure Cloud Storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes