chunlinli

Chunlin Li's starred repositories

lofo-importance

Leave One Feature Out Importance

Language:PythonMIT81200

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

259900

dnn-inference

[TNNLS 2022] Significance tests of feature relevance for a black-box learner

Language:PythonMIT1600

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

Language:PythonMIT132100

SegLossOdyssey

A collection of loss functions for medical image segmentation

Language:PythonApache-2.0371300

XAI

Prototyping about eXplainable Artificial Inteligence (XAI)

Language:Jupyter Notebook2600

GNNPapers

Must-read papers on graph neural networks (GNN)

1575000

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Language:PythonApache-2.0782600

a-PyTorch-Tutorial-to-Image-Captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Language:PythonMIT271900

lime

Lime: Explaining the predictions of any machine learning classifier

Language:JavaScriptBSD-2-Clause1143500

shap

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

Language:Jupyter NotebookMIT2223100

XMLC

Probabilistic Label Tree for Extreme Classification

Language:JavaGPL-3.02400

ncpen

Nonconvex Penalized Estimation for Generalized Linear Models

Language:C++800

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Language:PythonAGPL-3.04888200

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

MIT5750900

thrust

[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl

Language:C++NOASSERTION489400

OpenBLAS

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

Language:CBSD-3-Clause620000

Bayesian-Optimization

The final group project for the course Computational Statistics (STAT 545) at Purdue University.

Language:R100

cvxpy

A Python-embedded modeling language for convex optimization problems.

Language:C++Apache-2.0525900

CVXR

An R modeling language for convex optimization problems.

Language:RApache-2.019800

an-askreddit-list-of-compsci-books

books and resources loved by r/learnprogramming community, compiled by me, a lurker who kept track

Language:Shell95900

svmadmm

R package for Linear/Nonlinear SVM Classification Solver Based on ADMM and IADMM Algorithms

Language:CMIT300

embedding-learning

Demo for embedding learning

Language:HTML300

Variant-SVM

Python library for Variants of Support Vector Machines

Language:CMIT1100

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Language:PythonMIT2959500