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10716_advanced_ml_cmu

Course material for 10716

actionable-recourse

python tools to check recourse in linear classification

advanced_deep_learning

advanced_statistical_inference

This repository has scripts and other files that are part of the lecture notes and assignments of the course "Advanced Statistical Inference" taught at FME, UPC Barcelonatech.

adversarial-multiclass

Adversarial Multiclass Classification: A Risk Minimization Perspective

agentbuilder

All the codes for building a great LLM (and more) agents.

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

all_of_statistics_solns

Some worked exercises from Larry Wasserman's "All of Statistics"

alpa

Training and serving large-scale neural networks

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

android-document-viewer

Free Android Document Viewer App required by https://github.com/sitewaerts/cordova-plugin-document-viewer

android-video-chat-demo

simple android demo using the Agora.io SDK

anki-android

AnkiDroid: Anki flashcards on Android. Your secret trick to achieve superhuman information retention.

apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

arxiv-trends

Analyze trends in articles published on arXiv

asitop

Apple Silicon 'top' CLI

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

audit-ai

detect demographic differences in the output of machine learning models or other assessments

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

awesome-blockchain

Curated list of the bitcoin blockchain services

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-coreml-models

Largest list of models for Core ML (for iOS 11+)

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-diffusion-model-papers

Papers on Diffusion Model

awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-explainable-ai

A collection of research materials on explainable AI/ML