KazukiOnodera

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

kaggle-HomeDepot

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

Landmark2019-1st-and-3rd-Place-Solution

The 1st Place Solution of the Google Landmark 2019 Retrieval Challenge and the 3rd Place Solution of the Recognition Challenge.

RSNA2019_Intracranial-Hemorrhage-Detection

Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019

detectron2-ResNeSt

A fork of Detectron2 with ResNeSt backbone

xfeat

Flexible Feature Engineering & Exploration Library using GPUs and Optuna.

kaggle-landmark-2021-1st-place

nyaggle

Code for Kaggle and Offline Competitions

mercari-solution

Mercari 1st place solution (kaggle)

talkingdata-adtracking-fraud-detection

My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)

Mean-Average-Precision-for-Boxes

Function to calculate mAP for set of detected boxes and annotated boxes.

kaggle-child-mind-institute-detect-sleep-states

dsb2019

https://www.kaggle.com/c/data-science-bowl-2019

knnFeat

Python Implementation of Feature Extraction with K-Nearest Neighbor

kaggle_rsna2019_3rd_solution

kaggle_days_china

Kaggle-Quora-Insincere-Questions-Classification

4th Place Solution for Kaggle Competition: Quora Insincere Questions Classification

shake-shake_pytorch

PyTorch implementation of shake-shake regularization

kaggledays-recruit

Complete solution for the Recruit Restaurant Visitor Forecasting Competition

kaggle-hubmap-hacking-the-human-vasculature

Solution of Kaggle competition: HuBMAP - Hacking the Human Vasculature

rapids-kaggle-utils

High level utility functions for using Rapids on Kaggle Competitions

kaggle-plasticc

14th place solution for the Kaggle Plasticc challenge to classify objects in space.

vigg_ribonanza

Source code of the Stanford Ribonanza RNA Folding first place solution

stanford-ribonanza-rna-folding-public

Stanford Ribonanza RNA Folding 4th place solution

Stanford---Ribonanza-RNA-Folding-2nd-place-solution

poteman