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The new home for the s3-pit-restore tool!
Utility to undelete deleted files in a versioned S3 bucket
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Software design principles for machine learning applications
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
Visualize and compare datasets, target values and associations, with one line of code.
Automatic extraction of relevant features from time series:
Source Code for 'Modern Deep Learning for Tabular Data' by Andre Ye and Ziang Wang
Code for Kaggle Data Science Competitions
unofficial implementation of Comfyui magic clothing
Ultimate guide for mastering Spark Performance Tuning and Optimization concepts and for preparing for Data Engineering interviews
A library of sklearn compatible categorical variable encoders
Synthetic data generators for tabular and time-series data
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
Chronon is a data platform for serving for AI/ML applications.
Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.
A curated list of Polars talks, tools, examples & articles. Contributions welcome !
A pillow plugin that adds avif support via libavif
Official implementations for paper: Anydoor: zero-shot object-level image customization
TryOnDiffusion: A Tale of Two UNets Implementation
[WIP] Layer Diffusion for WebUI (via Forge)