Giter VIP home page Giter VIP logo

kagglerainforestchallenge's Introduction

RainforestChallenge

Dataset

https://www.kaggle.com/c/rfcx-species-audio-detection/data

Dataset was downloaded and extracted to a directory named 'data' at the root of the project. It is ignored by git.

pip packages

jupyterlab

pip install jupyterlab

pytorch

pip install torch===1.7.0+cu110 torchvision===0.8.1+cu110 torchaudio===0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

matplotlib

pip install matplotlib

numpy (correct version)

Windows is having an issue importing torch with numpy 1.19.4, so uninstall numpy and install v1.19.3.

pip uninstall numpy
pip install numpy==1.19.3

SoundFile (audio i/o backend)

pip install SoundFile

pandas

pip install pandas

tqdm

pip install tqdm

librosa

pip install librosa

tensorflow

pip install tensorflow-gpu
pip install keras
pip install tensorflow_addons

scikit learn

pip install scikit-learn
pip install scikit-multilearn

cupy (CUDA compatible implementation of numpy)

pip install cupy-cuda110

glob2

pip install glob2

kagglerainforestchallenge's People

Contributors

vaskal08 avatar bhavishy6 avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.