Python Kaggle

Open-source Python projects categorized as Kaggle
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Topics: #Machine Learning #Data Science #Deep Learning #Pytorch #Python
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Top 9 Python Kaggle Projects

  • data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

    Project mention: d2l-en: Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | reddit.com/r/u_TsukiZombina | 2023-01-29

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • Pytorch-UNet

    PyTorch implementation of the U-Net for image semantic segmentation with high quality images

  • Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

    A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

    Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29

  • MLBox

    MLBox is a powerful Automated Machine Learning python library.

    Project mention: Feeling starting out | reddit.com/r/datascience | 2022-03-22

  • pytorch-toolbelt

    PyTorch extensions for fast R&D prototyping and Kaggle farming

    Project mention: Surrender cards are being distributed to Russianforces: 'Your ticket to a peaceful life. Show this card to a Ukrainian soldier - it will save your life and help you get back home' On the back: a telegram chat & phone number they can contact 'to receive detailed support'. | reddit.com/r/ukraine | 2022-09-12

    For what it's worth, the QR code points to a URI shortener domain "qrfy.mobi" which redirects to a cloudflare hosted page that contains telegram information relating to "nikolay_bodenko" and "chaos_admin" ("For advertising and cooperation"? Whatever that is supposed to mean), which led me to "rf200_now" and "rf200_nooow" (looks to get spammed around a bit), which is purportedly supportive of Ukraine.

  • dfdc_deepfake_challenge

    A prize winning solution for DFDC challenge

    Project mention: Google, Facebook and Twitter must tackle deepfakes and fake accounts, or risk EU fines up to 6% of their global turnover--not to mention healthy societies | reddit.com/r/Futurology | 2022-06-15

    An example of this happening is this code from two years ago. When first created, it achieved 82.56% accuracy, but only achieved around 65% accuracy with newer videos. A new paper released last month managed to achieve 99% accuracy on modern deepfakes, but it's really only a matter of months until a new deepfake algorithm is created that diminishes this substantially either using it adversarially or through a novel technique.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • upgini

    Free automated data enrichment library for machine learning → searches through thousands of ready-to-use features from public and community shared data sources

    Project mention: How to enrich ML models with open data for free: an in-depth review of 5 python libraries | reddit.com/r/Python | 2022-09-02

    The code is on GitHub.

  • xgboost_ray

    Distributed XGBoost on Ray

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-01-29.

Python Kaggle related posts

Index

What are some of the best open-source Kaggle projects in Python? This list will help you:

Project Stars
1 data-science-ipython-notebooks 24,571
2 d2l-en 16,251
3 Pytorch-UNet 6,304
4 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,333
5 MLBox 1,389
6 pytorch-toolbelt 1,345
7 dfdc_deepfake_challenge 558
8 upgini 180
9 xgboost_ray 98

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