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Samuel's Projects

medmnist icon medmnist

[v1 (ISBI'21) + v2] MedMNIST: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification

mentornet icon mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

meta-weight-net icon meta-weight-net

NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).

metaoptnet icon metaoptnet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

metapruning icon metapruning

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.

metaquant icon metaquant

Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

ml-cvnets icon ml-cvnets

CVNets: A library for training computer vision networks

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-gcn icon ml-gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

ml-mobileone icon ml-mobileone

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

ml2021-spring icon ml2021-spring

李宏毅 (Hung-Yi Lee) 機器學習 Machine Learning 2021 Spring

ml_cheatsheet icon ml_cheatsheet

A 5-pages only Machine Learning cheatsheet focusing on the most popular algorithms under the hood

mlapp_cn_code icon mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

mlbook icon mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

mlp-mixer icon mlp-mixer

PyTorch implementation of MLP-Mixer: An all-MLP Architecture for Vision

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