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19 search results found

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Deep Significance ⭐ 303

Enabling easy statistical significance testing for deep neural networks.

Opt Mmd ⭐ 204

Learning kernels to maximize the power of MMD tests

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Display and analyze ROC curves in R and S+

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Pycopent ⭐ 101

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Independence), and the statistics for multivariate normality test and two-sample test in Python

R Stats Machine Learning ⭐ 25

Misc Statistics and Machine Learning codes in R

Kernel Mod ⭐ 18

NeurIPS 2018. Linear-time model comparison tests.

Implicit generative models and related stuff based on the MMD, in PyTorch

Mmdagg Paper ⭐ 14

Reproducibility code for MMD Aggregated Two-Sample Test, by Schrab, Kim, Albert, Laurent, Guedj and Gretton: https://arxiv.org/abs/2110.15073

Critical difference diagrams with Python and Tikz

Detection Estimation Learning ⭐ 8

Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.

Some collection of codes that are used in data mining and data science related fields, developed by me

Community version of quantitative backtesting framework

Data Science, Machine Learning, Natural Language Processing, Deep Learning, Quantum Information Processing, Quantum Computing

Ksdagg Paper ⭐ 6

Code for reproducible experiments presented in KSD Aggregated Goodness-of-fit Test. https://arxiv.org/abs/2202.00824 NeurIPS 2022

Criticaldifferencediagrams.jl ⭐ 5

Plot critical difference diagrams in Julia

MMD-FUSE package implementing the MMD-FUSE test proposed in MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting by Biggs, Schrab, and Gretton: https://arxiv.org/abs/2306.08777

Career Track Data Scientist With Python ⭐ 5

This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

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