minalspatil

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Umeå universitet

Umeå, Sweden

https://minalspatil.github.io/

Minal S Patil 's starred repositories

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Language:Python38003 2096 54

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22606 241 2532

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Language:HTML12147 606 43

sktime

A unified framework for machine learning with time series

Language:PythonBSD-3-Clause7790 104 2527

interpret

Fit interpretable models. Explain blackbox machine learning.

Language:C++MIT6237 144 445

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

Language:MarkdownMIT1398 39 7

celluloid

:movie_camera: Matplotlib animations made easy

Language:PythonMIT1122 12 22

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

Language:PythonBSD-3-Clause652 72 36

lil-log

Lilian's Blog

Language:SCSS449 430

phyre

PHYRE is a benchmark for physical reasoning.

Language:PythonApache-2.0431 19 29

Deep-Reasoning-Papers

Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning

sage

For calculating global feature importance using Shapley values.

Language:PythonMIT248 5 18

xaience

All about explainable AI, algorithmic fairness and more

Language:HTML107 90

academic-cv-publications

Generate a customised list of publications for your LaTeX CV using BibTeX entries.

Language:TeXMIT93 3 1

Contrastive-Explanation-Method

Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”

Language:PythonApache-2.054 14 4

TOM-Net_Poster_LaTex

LaTex Poster for TOM-Net (CVPR 2018)

Language:TeXGPL-3.041 30

awesome-predictive-maintenance

Curated list of predictive maintenance research and repositories.

CC-BY-SA-4.018 30

ciu

R implementation of Contextual Importance and Utility for Explainable AI

Language:RNOASSERTION10 20