Upload folder using huggingface_hub

models/correlation_weights.json

@@ -0,0 +1,92 @@
+{
+  "weights": {
+    "commit_log": 0.1895884020450386,
+    "contributors_total": -0.02388895261301803,
+    "dirs_total_count": 0.12741684575311418,
+    "files_total_count": -0.12831061433803512,
+    "forks": 0.2597538334261471,
+    "has_ci": -0.12267586352461855,
+    "has_contributing": -0.029088091351198206,
+    "has_docker": 0.14808236823486554,
+    "has_docs": 0.0018808836576263725,
+    "has_license_file": 0.02262042082969958,
+    "has_notebooks": 0.052037781194329495,
+    "has_readme_file": -0.2820280161442261,
+    "has_tests": -0.07386544727257092,
+    "is_archived": 0.1302640612684094,
+    "is_fork": 0.12503908082008885,
+    "issues_closed": 0.04433033286911523,
+    "issues_open": -0.05649914022241052,
+    "issues_total": 0.03231550773677513,
+    "n_concepts": 0.012027016949546885,
+    "pull_requests_closed": -0.06994412136387343,
+    "pull_requests_merged": 0.04355602218520612,
+    "pull_requests_open": 0.11827712454610317,
+    "pull_requests_total": -0.13645944446107097,
+    "readme_length": -0.17267677890525737,
+    "releases_count": -0.022457681875842374,
+    "stars_log": -0.1186522611239424,
+    "watchers": 0.02796763438753313
+  },
+  "feat_min": {
+    "commit_log": 0.6931471805599453,
+    "contributors_total": 1.0,
+    "dirs_total_count": 1.0,
+    "files_total_count": 5.0,
+    "forks": 0.0,
+    "has_ci": 0.0,
+    "has_contributing": 0.0,
+    "has_docker": 0.0,
+    "has_docs": 0.0,
+    "has_license_file": 0.0,
+    "has_notebooks": 0.0,
+    "has_readme_file": 0.0,
+    "has_tests": 0.0,
+    "is_archived": 0.0,
+    "is_fork": 0.0,
+    "issues_closed": 0.0,
+    "issues_open": 0.0,
+    "issues_total": 0.0,
+    "n_concepts": 0.0,
+    "pull_requests_closed": 0.0,
+    "pull_requests_merged": 0.0,
+    "pull_requests_open": 0.0,
+    "pull_requests_total": 0.0,
+    "readme_length": 9.0,
+    "releases_count": 0.0,
+    "stars_log": 0.0,
+    "watchers": 0.0
+  },
+  "feat_max": {
+    "commit_log": 5.293304824724492,
+    "contributors_total": 9.0,
+    "dirs_total_count": 29.0,
+    "files_total_count": 99.0,
+    "forks": 19.0,
+    "has_ci": 1.0,
+    "has_contributing": 1.0,
+    "has_docker": 1.0,
+    "has_docs": 1.0,
+    "has_license_file": 1.0,
+    "has_notebooks": 1.0,
+    "has_readme_file": 1.0,
+    "has_tests": 1.0,
+    "is_archived": 1.0,
+    "is_fork": 1.0,
+    "issues_closed": 14.0,
+    "issues_open": 4.0,
+    "issues_total": 19.0,
+    "n_concepts": 49.0,
+    "pull_requests_closed": 4.0,
+    "pull_requests_merged": 4.0,
+    "pull_requests_open": 2.0,
+    "pull_requests_total": 9.0,
+    "readme_length": 4976.0,
+    "releases_count": 4.0,
+    "stars_log": 3.912023005428146,
+    "watchers": 9.0
+  },
+  "threshold": 0.5,
+  "score_min": -0.542161003848686,
+  "score_max": 0.6793365509477417
+}

models/features.json

@@ -0,0 +1,29 @@
+[
+  "commit_log",
+  "contributors_total",
+  "dirs_total_count",
+  "files_total_count",
+  "forks",
+  "has_ci",
+  "has_contributing",
+  "has_docker",
+  "has_docs",
+  "has_license_file",
+  "has_notebooks",
+  "has_readme_file",
+  "has_tests",
+  "is_archived",
+  "is_fork",
+  "issues_closed",
+  "issues_open",
+  "issues_total",
+  "n_concepts",
+  "pull_requests_closed",
+  "pull_requests_merged",
+  "pull_requests_open",
+  "pull_requests_total",
+  "readme_length",
+  "releases_count",
+  "stars_log",
+  "watchers"
+]

models/model_metadata.json

@@ -0,0 +1,50 @@
+{
+  "data_path": "/private/var/folders/b1/02zlb8yx3m5_j30bfvwsxdr40000gn/T/pytest-of-eisha/pytest-0/test_local_file_exists_returns0/train.csv",
+  "total_repos": 80,
+  "valid_repos": 80,
+  "n_features": 27,
+  "features": [
+    "commit_log",
+    "contributors_total",
+    "dirs_total_count",
+    "files_total_count",
+    "forks",
+    "has_ci",
+    "has_contributing",
+    "has_docker",
+    "has_docs",
+    "has_license_file",
+    "has_notebooks",
+    "has_readme_file",
+    "has_tests",
+    "is_archived",
+    "is_fork",
+    "issues_closed",
+    "issues_open",
+    "issues_total",
+    "n_concepts",
+    "pull_requests_closed",
+    "pull_requests_merged",
+    "pull_requests_open",
+    "pull_requests_total",
+    "readme_length",
+    "releases_count",
+    "stars_log",
+    "watchers"
+  ],
+  "cv_accuracy": 0.55,
+  "top_importances": {
+    "forks": 0.0848,
+    "files_total_count": 0.0839,
+    "commit_log": 0.0738,
+    "readme_length": 0.072,
+    "issues_closed": 0.0557,
+    "stars_log": 0.055,
+    "pull_requests_merged": 0.0526,
+    "has_readme_file": 0.0507,
+    "contributors_total": 0.0504,
+    "issues_total": 0.0492
+  },
+  "correlation_weights_path": "/private/var/folders/b1/02zlb8yx3m5_j30bfvwsxdr40000gn/T/pytest-of-eisha/pytest-0/test_local_file_exists_returns0/models/correlation_weights.json",
+  "rf_model_path": "/private/var/folders/b1/02zlb8yx3m5_j30bfvwsxdr40000gn/T/pytest-of-eisha/pytest-0/test_local_file_exists_returns0/models/rf_model.pkl"
+}

models/rf_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c84e74e0576a1fd8de47171d80e69ae4b65bad7c1689db8f06a50ab34c5d72e
+size 151148