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TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …
👽 Out-of-Distribution Detection with PyTorch
Course materials for HKU STAT3612 Statistical Machine Learning
[NeurIPS'24]Official implementation for Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Model
A benchmark for distribution shift in tabular data
This repository contains the code to reproduce all the figures in our paper: The Shape of Learning Curves: a Review, T J Viering, M Loog, arxiv 2021.
Neural Collaborative Filtering
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Generate recommendations using collaborative filtering
A curated list of analytics frameworks, software and other tools.
A collection of design patterns/idioms in Python
Simulate a federated setting and run differentially private federated learning.
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Hackathon for the 2020 SFB Summer School
A library for federated learning (a distributed machine learning process) in an enterprise environment.
Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.
A Simulator for Privacy Preserving Federated Learning
A Python implementation of LightFM, a hybrid recommendation algorithm.
Reading list for research topics in multimodal machine learning
A PyTorch Implementation of Federated Learning
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
Starter Kit for NeurIPS 2020 - Procgen Competition on AIcrowd
Figure 1 COVID-19 Chest X-ray Dataset Initiative
Python code for common Machine Learning Algorithms