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Merge pull request #29 from AmbiqAI/canary
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Version 1.5.0
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apage224 authored Aug 27, 2024
2 parents 3ce4719 + f106f0f commit aa40aed
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17 changes: 0 additions & 17 deletions docs/api/backends/backend.md

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2 changes: 1 addition & 1 deletion docs/assets/modes/python-demo-snippet.md
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```python
```py linenums="1"
from pathlib import Path
import heartkit as hk

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2 changes: 1 addition & 1 deletion docs/assets/usage/python-configuration.md
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```python
```py linenums="1"

hk.HKTaskParams(
name="arr-2-eff-sm",
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| ---------------- | ------------------------ | ----- | -------- | --------- | -------------- | ------ | ------- | -------- |
| __ARR-2-EFF-SM__ | Icentia11K, PTB-XL, LSAD | 100Hz | 5s | 2 | EfficientNetV2 | 18K | 1.2M | 99.5% F1 |
| __ARR-4-EFF-SM__ | LSAD | 100Hz | 5s | 4 | EfficientNetV2 | 27K | 1.6M | 95.9% F1 |
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3 changes: 3 additions & 0 deletions docs/assets/zoo/arr-4-eff-sm/results.md
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| ---------------- | ------------------------ | ----- | -------- | --------- | -------------- | ------ | ------- | -------- |
| __ARR-4-EFF-SM__ | LSAD | 100Hz | 5s | 4 | EfficientNetV2 | 27K | 1.6M | 95.9% F1 |
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| --------------- | ---------- | ----- | -------- | --------- | -------------- | ------ | ------- | -------- |
| __BC-2-EFF-SM__ | Icentia11k | 100Hz | 5s | 2 | EfficientNetV2 | 28K | 1.8M | 97.7% F1 |
| __BC-3-EFF-SM__ | Icentia11k | 100Hz | 5s | 3 | EfficientNetV2 | 41K | 2.1M | 92.0% F1 |
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3 changes: 3 additions & 0 deletions docs/assets/zoo/beat-3-eff-sm/results.md
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| --------------- | ---------- | ----- | -------- | --------- | -------------- | ------ | ------- | -------- |
| __BC-3-EFF-SM__ | Icentia11k | 100Hz | 5s | 3 | EfficientNetV2 | 41K | 2.1M | 92.0% F1 |
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| NAME | DATASET | FS | DURATION | MODEL | PARAMS | FLOPS | METRIC |
| ------------------- | ----------------- | ----- | -------- | -------------- | ------ | ------- | ----------- |
| __DEN-TCN-SM__ | Synthetic, PTB-XL | 100Hz | 2.5s | TCN | 3.3K | 1.0M | 18.1 SNR |
| __DEN-TCN-LG__ | Synthetic, PTB-XL | 100Hz | 2.5s | TCN | 6.3K | 1.8M | 19.5 SNR |
| __DEN-PPG-TCN-SM__ | Synthetic | 100Hz | 2.5s | TCN | 3.5K | 1.1M | 92.1% COS |
3 changes: 3 additions & 0 deletions docs/assets/zoo/den-tcn-lg/results.md
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| NAME | DATASET | FS | DURATION | MODEL | PARAMS | FLOPS | METRIC |
| ------------------- | ----------------- | ----- | -------- | -------------- | ------ | ------- | ----------- |
| __DEN-TCN-LG__ | Synthetic, PTB-XL | 100Hz | 2.5s | TCN | 6.3K | 1.8M | 19.5 SNR |
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| NAME | DATASET | FS | DURATION | MODEL | PARAMS | FLOPS | METRIC |
| ------------------- | ----------------- | ----- | -------- | -------------- | ------ | ------- | ----------- |
| __DEN-TCN-SM__ | Synthetic, PTB-XL | 100Hz | 2.5s | TCN | 3.3K | 1.0M | 18.1 SNR |
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| ---------------- | ------------------------ | ----- | -------- | --------- | ------------- | ------ | ------- | --------- |
| __SEG-2-TCN-SM__ | LUDB, Synthetic | 100Hz | 2.5s | 2 | TCN | 2K | 0.42M | 96.6% F1 |
| __SEG-4-TCN-SM__ | LUDB, Synthetic | 100Hz | 2.5s | 4 | TCN | 7K | 2.1M | 86.3% F1 |
| __SEG-4-TCN-LG__ | LUDB, Synthetic | 100Hz | 2.5s | 4 | TCN | 10K | 3.9M | 89.4% F1 |
3 changes: 3 additions & 0 deletions docs/assets/zoo/seg-4-tcn-lg/results.md
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| ---------------- | ------------------------ | ----- | -------- | --------- | ------------- | ------ | ------- | --------- |
| __SEG-4-TCN-LG__ | LUDB, Synthetic | 100Hz | 2.5s | 4 | TCN | 10K | 3.9M | 89.4% F1 |
3 changes: 3 additions & 0 deletions docs/assets/zoo/seg-4-tcn-sm/results.md
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| NAME | DATASET | FS | DURATION | # CLASSES | MODEL | PARAMS | FLOPS | METRIC |
| ---------------- | ------------------------ | ----- | -------- | --------- | ------------- | ------ | ------- | --------- |
| __SEG-4-TCN-SM__ | LUDB, Synthetic | 100Hz | 2.5s | 4 | TCN | 7K | 2.1M | 86.3% F1 |
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