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### Internal resources
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- [Lengerich Lab user guide](https://docs.google.com/document/d/1HMHeX9qSOq6PFn_cW47b3tzdJKK6QZGE39u25vsA9QA/edit?usp=sharing)
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- [Lengerich Lab guide for AWS and remote Jupyter](https://docs.google.com/document/d/1CdVA_doTJZohg9dB8UhPHCgRuOtmLTAvCRV56IqBKvE/edit?usp=sharing)
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- [Lab user guide](https://docs.google.com/document/d/1HMHeX9qSOq6PFn_cW47b3tzdJKK6QZGE39u25vsA9QA/edit?usp=sharing)
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- [Guide for AWS and remote Jupyter](https://docs.google.com/document/d/1CdVA_doTJZohg9dB8UhPHCgRuOtmLTAvCRV56IqBKvE/edit?usp=sharing)
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### Software tools
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ML:
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[FastLM](https://fastlm.ai) - Fast, light-weight tools for large-scale, distributed, parallel, sparsity. Includes:
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- [FastCache](https://github.com/FastLM/FastCache): Fast Caching for Diffusion Transformer Through Learnable Linear Approximation
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- [PiKV](https://github.com/FastLM/PiKV): KV Cache Management System for MoE
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- [GraphSnapShot](https://github.com/FastLM/GraphSnapShot): Caching Local Structure for Fast Graph Learning
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Contextualized ML:
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- [ContextualizedML](https://contextualized.ml) - An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters
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Explainable Boosting Machines (EBM):
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- [TalkToEBM](https://github.com/interpretml/TalkToEBM) - A Natural Language Interface to Explainable Boosting Machines (EBMs)
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- [EBM Utils](https://github.com/LengerichLab/ebm_utils) - Utilities for EBM
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- [GAM Purification](https://github.com/LengerichLab/gam_purification) - Tools for purifying additive models with interaction effects into identifiable representations.
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- [EBM Utils](https://github.com/AdaptInfer/ebm_utils) - Utilities for EBM
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- [GAM Purification](https://github.com/AdaptInfer/gam_purification) - Tools for purifying additive models with interaction effects into identifiable representations.
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EHR:
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- [clEHRity](https://github.com/LengerichLab/clEHRity) - Automatically finding surprises in EHRs
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- [clEHRity](https://github.com/AdaptInfer/clEHRity) - Automatically finding surprises in EHRs
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Misc:
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Academic Utils:
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- [ConferenceCountdown](https://github.com/LengerichLab/ConferenceCountdown) - A countdown website for ML/CompBio conference deadlines.
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- [ConferenceCountdown](https://github.com/AdaptInfer/ConferenceCountdown) - A countdown website for ML/CompBio conference deadlines.
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- [website_utils](https://github.com/adaptinfer/website_Utils) - Some utilities for building this website.
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