Issue #12

August 18, 2019

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1. 1. Testing Scientific Code - How to Get Away with Bad Code [pljung.de]
2. 2. Exploring DNA with Deep Learning [floydhub.com]
3. 3. Why Momentum Really Works [distill.pub]
4. 4. Stop Using Zip Codes for Geospatial Analysis [carto.com]
5. 5. How node2vec works — and what it can do that word2vec [Free Code Camp]
6. 6. Knowing Your Neighbours: Machine Learning on Graphs [stellargraph]
7. 7. Machine Learning: Association Rule Mining [thedatum.data.blog]
8. 8. Rules of Machine Learning: Best Practices for ML Engineering [martin.zinkevich.org]

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• • Spurious inference when comparing networks (D. R. Farine, L. M. Aplin)
• • LSTM vs. GRU vs. Bidirectional RNN for script generation (S. Mangal, P. Joshi, R. Modak)
• • A Survey on Ethereum Systems Security: Vulnerabilities, Attacks and Defenses (H. Chen, M. Pendleton, L. Njilla, S. Xu)
• • One Model To Rule Them All (F. Berkhahn, R. Keys, W. Ouertani, N. Shetty, D. Geißler)
• • Classical Information Theory of Networks (F. Radicchi, D. Krioukov, H. Hartle, G. Bianconi)
• • Dynamical Processes in Time-Varying Networks (B. Gonçalves, N. Perra)
• • Interactive coin offerings (J. Teutsch, V. Buterin, C. Brown)

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