Stars
MSU neural networks course for scientists
SurvTRACE: Transformers for Survival Analysis with Competing Events
ThunderSVM: A Fast SVM Library on GPUs and CPUs
A collection of datasets for RUL estimation as Lightning Data Modules.
📚 Freely available programming books
Code for: Efficient Training of Probabilistic Neural Networks for Survival Analysis (IEEE JBHI 2024)
Developmental tools to detect data drift
Fast multi-thread FEC simulator & library of efficient digital communication algorithms for SDR.
C and MATLAB implementation for LDPC encoding and decoding
WAGGON: WAssrestein Global Gradient-free OptimisatioN
SurvTraj model. Supplementary code for paper "Generating Survival Interpretable Trajectories and Data"
A list of summer schools on Artificial Intelligence, Machine Learning, and Healthcare
High-quality implementations of standard and SOTA methods on a variety of tasks.
A Dataset of Linux Failure Data for Dependability Evaluation and Improvement
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Martingale posteriors for survival analysis
GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analysis, fault localization, etc.
ded42r / google-rules-of-machine-learning-rus
Forked from thundergolfer/google-rules-of-machine-learningПеревод руководства Мартина Зинкевича "Правила машинного обучения"
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
A Python package to interact with the Mitre ATT&CK Framework
Financial Data Extraction from Investing.com with Python
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Stay Alive. A Reliable and Interpretable Survival Analysis Library
👨🔬 In Russian: Обновляемая структурированная подборка бесплатных ресурсов по тематикам Data Science: курсы, книги, открытые данные, блоги и готовые решения.