https://neptune.ai/blog/jupyterlab-extensions-for-machine-learning #Tools

Yet another UI for ML models https://gradio.app/
#Framework #Tools

https://github.com/fbdesignpro/sweetviz In-depth EDA (target analysis, comparison, feature analysis, correlation) #Library #Tools
example of use: http://cooltiming.com/SV/SWEETVIZ_REPORT_COMPARED.html

https://github.com/jessevig/bertviz
BertViz is a tool for visualizing attention in the Transformer model, supporting most models from the transformers library (BERT, GPT-2, XLNet, RoBERTa, XLM, CTRL, MarianMT, etc.). #Library #Tools

https://umap-learn.readthedocs.io/en/latest/ Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction. #Framework #Tools

https://elastiknn.com/ Elasticsearch Plugin for Nearest Neighbor Search on dense vectors
#Tools #Library

https://github.com/EthicalML/awesome-production-machine-learning #Library #Frameworks #Tools

https://www.datagym.ai/ #annotation #tools

NVidia monitoring #Tools :
1. GPUStat https://github.com/wookayin/gpustat
2. Nvtop https://github.com/Syllo/nvtop
3. NVITOP https://github.com/XuehaiPan/nvitop

Relatively new python tools:
https://docs.astral.sh/uv/ An extremely fast Python package and project manager, written in Rust
https://docs.marimo.io/ marimo is a reactive Python notebook
#Tools