Antcar
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Update README.md
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README.md
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@@ -22,6 +22,8 @@ A Deep Neural Network for predicting bus travel times in Hong Kong.
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**Accuracy:** ~64 seconds Mean Absolute Error.
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**Coverage:** Trained on KMB and CTB routes.
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## Inputs
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The model accepts 5 inputs. All numerical inputs should be shaped `(N, 1)`.
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2. **`num_stops`** (Float): Number of stops in the trip.
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3. **`hour`** (Int): Hour of the day (0-23).
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4. **`day_of_week`** (Int): 0=Sunday, 1=Monday, ..., 6=Saturday.
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5. **`route_id`** (String): The specific
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## Usage (Python)
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**Accuracy:** ~64 seconds Mean Absolute Error.
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**Coverage:** Trained on KMB and CTB routes.
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The published version is mapped to used with [hk-bus-crawling](https://github.com/hkbus/hk-bus-crawling)
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## Inputs
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The model accepts 5 inputs. All numerical inputs should be shaped `(N, 1)`.
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2. **`num_stops`** (Float): Number of stops in the trip.
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3. **`hour`** (Int): Hour of the day (0-23).
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4. **`day_of_week`** (Int): 0=Sunday, 1=Monday, ..., 6=Saturday.
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5. **`route_id`** (String): The specific Route ID. If unknown, use `"UNKNOWN"`.
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## Usage (Python)
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