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🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability…
🎨 Diagram as Code for prototyping cloud system architectures
#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere
A Machine Learning Pipeline, training a DeiT model using an emotion dataset.
A Unified Toolkit for Deep Learning Based Document Image Analysis
📺 Discover the latest machine learning / AI courses on YouTube.
Explainable Machine Learning in Survival Analysis
Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020 Competition. Solving NLP problem of "extracting term-definition pairs in free text" in multiple approaches ranging from h…
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Custom Selenium Chromedriver | Zero-Config | Passes ALL bot mitigation systems (like Distil / Imperva/ Datadadome / CloudFlare IUAM)
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
⚙️ Case Study course for DS studies in Spring 2020/21
PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.
General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
💡 Adversarial attacks on explanations and how to defend them
Repository containing awesome data science quizzes/examples open for everybody!
📊 R package for computing and visualizing fair ML metrics
moDel Agnostic Language for Exploration and eXplanation