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9 changes: 6 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,10 +6,12 @@
![PyPI](https://img.shields.io/pypi/v/deeptensor)
![Downloads](https://img.shields.io/pypi/dm/deeptensor)
![License](https://img.shields.io/github/license/deependujha/DeepTensor)
<a href="https://colab.research.google.com/gist/deependujha/bf44ba02d975e691f4746a85ff8122fd/play-with-deeptensor.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="play with DeepTensor In Colab"/></a>
<a target="_blank" href="https://colab.research.google.com/github/deependujha/DeepTensor/blob/main/demo/roboflow-demo.ipynb">
<img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
</a>
</div>

![mexican cat dance](./assets/mexican-cat-dance.gif)
![mexican cat dance](https://www.deependujha.xyz/deeptensor-assets/mexican-cat-dance.gif)

- DeepTensor: A minimal deep learning library focused on custom autograd and efficient tensor operations.

Expand All @@ -27,7 +29,7 @@ pip install deeptensor

- [play with demo](./demo/main.ipynb)

![demo](./assets/trained-model.png)
![demo](https://www.deependujha.xyz/deeptensor-assets/deeptensor-confusion-matrix.png)

---

Expand Down Expand Up @@ -69,6 +71,7 @@ from deeptensor import (
# losses
mean_squared_error,
cross_entropy,
binary_cross_entropy,
)

model = Model(
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