🛠️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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