statmlben

Ben Dai's starred repositories

aabeliuk.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Language:JavaScriptMIT100

emoji-cheat-sheet

A markdown version emoji cheat sheet

Language:TypeScriptMIT1207200

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

MIT1666600

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

63200

sliced

sliced: scikit-learn compatible sufficient dimension reduction

Language:PythonMIT1900

awesome-reMarkable

A curated list of projects related to the reMarkable tablet

CC0-1.0596200

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

CC0-1.0131000

Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input from devices such as Wacom Tablets.

Language:C++GPL-2.01055600

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

Language:PythonMIT241200

rmview

A live viewer for reMarkable written in PyQt5

Language:PythonGPL-3.074000

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Language:C++Apache-2.01290000

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Language:PythonMIT347000

lofo-importance

Leave One Feature Out Importance

Language:PythonMIT81000

Multi-label-Paper

This document covers various papers about multi-label for reference

2500

bibtex-python-package-citations

BibTeX citations for Python and common (machine learning) packages.

7100

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

257800

DeepCovidXR

A deep learning artificial intelligence model to detect COVID-19 on chest X-rays

Language:Jupyter NotebookMIT1700

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

Language:PythonMIT130400

GNNPapers

Must-read papers on graph neural networks (GNN)

1570000

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

Language:PythonNOASSERTION123800

XAI

Prototyping about eXplainable Artificial Inteligence (XAI)

Language:Jupyter Notebook2600

lime

Lime: Explaining the predictions of any machine learning classifier

Language:JavaScriptBSD-2-Clause1140100

metric-learn

Metric learning algorithms in Python

Language:PythonMIT138300

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Language:PythonMIT674800

SegLossOdyssey

A collection of loss functions for medical image segmentation

Language:PythonApache-2.0368100

MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Language:PythonApache-2.0100300

Keras-Class-Activation-Map

Class Activation Map using Keras

Language:Jupyter Notebook8100

ECGClassifier

CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)

Language:Jupyter NotebookApache-2.07400

shap

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

Language:Jupyter NotebookMIT2207000

cuml

cuML - RAPIDS Machine Learning Library

Language:C++Apache-2.0403100