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valeman's Projects

mooc-coursera-advanced-machine-learning icon mooc-coursera-advanced-machine-learning

Content from Coursera's ADVANCED MACHINE LEARNING Specialization (Deep Learning, Bayesian Methods, Natural Language Processing, Reinforcement Learning, Computer Vision).

morfist icon morfist

Multi-target Random Forest implementation that can mix both classification and regression tasks

mqr icon mqr

Multiple-Output Quantile Regression

mrmr icon mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

mssa icon mssa

Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series

multinerf icon multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

multirocket icon multirocket

Multiple pooling operators and transformations for fast and effective time series classification

multivap icon multivap

Multiclass generalization of the binary IVAP defense against adversarial examples

mxnet-the-straight-dope icon mxnet-the-straight-dope

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 https://d2l.ai/.

n-beats icon n-beats

Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

nab icon nab

The Numenta Anomaly Benchmark

nannyml icon nannyml

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

neoml icon neoml

Machine learning framework for both deep learning and traditional algorithms

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