Pinned Repositories
box-plots-sklearn
An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
cloudpathlib
Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.
competition-winners
The code for the prize winners in DrivenData competitions.
concept-to-clinic
ALCF Concept to Clinic Challenge
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
deon
A command line tool to easily add an ethics checklist to your data science projects.
erdantic
Entity relationship diagrams for Python data model classes like Pydantic
image-similarity-challenge
Winners of the Facebook Image Similarity Challenge
open-cities-ai-challenge
Winners of the Open Cities AI Challenge competition
zamba
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
DrivenData's Repositories
drivendataorg/pandas-path
Use pathlib syntax to easily work with Pandas series containing file paths.
drivendataorg/stac-overflow
Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition
drivendataorg/cloud-cover-winners
Code from the winning submissions for the On Cloud N: Cloud Cover Detection Challenge
drivendataorg/tissuenet-cervical-biopsies
Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition
drivendataorg/snowcast-showdown
drivendataorg/cloud-cover-runtime
Code execution runtime for the Cloud Cover competition
drivendataorg/noaa-runtime
Code execution for the NOAA MagNet: Model the Geomagnetic Field competition.
drivendataorg/pets-prize-challenge-runtime
Evaluation runtime for Phase 2 of the PETs Prize Challenge
drivendataorg/video-similarity-challenge
Links to winning solutions for the Meta AI Video Similarity Challenge
drivendataorg/boem-belugas-runtime
Code execution runtime for the "Where's Whale-do?" beluga photo-identification challenge
drivendataorg/mars-spectrometry
A repository for the winners of the NASA Mars Spectrometry challenge
drivendataorg/meta-vsc-descriptor-runtime
Containerized runtime for the Descriptor Track of the Meta Video Similarity Competition
drivendataorg/nasa-airport-pushback
Winners of the Pushback to the Future: Predict Pushback Time at US Airports Challenge
drivendataorg/flu-shot-learning-tutorial
Materials for tutorial @ Good Tech Fest 2020
drivendataorg/minimal-configclasses
Minimal Python library for creating config classes: a data class that can load default overrides from other sources
drivendataorg/meta-vsc-matching-runtime
Containerized runtime for the Matching Track of the Meta AI Video Similarity Competition
drivendataorg/nasa-airport-config
Winners of the Run-way Functions competition
drivendataorg/visiomel-melanoma-runtime
drivendataorg/prize-winner-template
Template for competition prize winners to submit their code for review
drivendataorg/tutorial-flu-shot-learning
Machine learning tutorial based on the Flu Shot Learning competition
drivendataorg/april-ai-chatbot
Source code for the April "AI chatbot" demo
drivendataorg/mars-spectrometry-gcms
Winners' code from the Mars Spectrometry 2: Gas Chromatography challenge
drivendataorg/nasa-pushback-federated-learning
Experiment with federated learning models to predict pushback times at US airports!
drivendataorg/nasa-airport-config-runtime
Code execution runtime for the NASA Airport Configuration Prediction Challenge.
drivendataorg/cloudpathlib-feedstock
⚠️ This fork is useless. See README
drivendataorg/detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
drivendataorg/nasa-pushback-runtime
Evaluation runtime for the Pushback to the Future: Predict Pushback Time at US Airports Challenge
drivendataorg/PlanetaryComputerExamples
Examples of using the Planetary Computer
drivendataorg/WH-challenge-baselines
Example baseline implementations for WH PETS challenge
drivendataorg/YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/