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Top 9 Python Kaggle Projects
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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.
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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 -
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Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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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.
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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.
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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.
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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.
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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 | 2022-09-02The code is on GitHub.
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Python Kaggle related posts
- How to enrich ML models with open data for free: an in-depth review of 5 python libraries
- How I complete my email addresses lists with demographic insights with Python
- [OC] Divorced relationship status share of users at Facebook
- GitHub - searching open and public data through autoML. Please give a Star on GitHub
- [P] Upgini 1.0 is released (a Python library for data search through autoML )
- Need your help with GitHub
- Upgini.com: Public data search engine for ML that helps DS to reach best accuracy with external features
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A note from our sponsor - InfluxDB
www.influxdata.com | 2 Feb 2023
Index
What are some of the best open-source Kaggle projects in Python? This list will help you:
Project | Stars | |
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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 |