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Dec 29, 2020, 14 tweets

🛠️Tooling Tuesdays: Thread of Threads🛠️

Every week, we share a useful tool for full stack machine learning. Follow along, and please share your suggestions!

1/N

2/N: DeepNote

3/N: DVC

4/N: PyTorch Lightning

5/N: Dagster

6/N: Conda + Pip-Tools

7/N: PyTorch Transformer

8/N: tools we use for teaching bit.ly/berkeleyfsdl

9/N: LabelStudio, a great open-source solution for data labeling

10/N: Apache TVM, an End-to-End ML compiler framework for CPUs, GPUs and accelerators

11/N: Hugging Face, an absolute unit of Transformers research and production

12/N: Keepsake.ai from @replicateai, an experiment and model versioning solution.

13/N: Easy hyperparameter sweeps with Weights & Biases.

14/N: Static type checking for Python with MyPy

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