Awesome List Updates on Jul 30, 2020

7 awesome lists updated today.

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1. Awesome Pinned Gists

External Services

• netease-music-box (⭐72) - Update a pinned gist to contain your weekly listening report on Netease Cloud Music.

2. Awesome Credit Modeling

Credit Scoring

• Recent developments in consumer credit risk assessment - The riskiness of lending to a credit applicant is usually estimated using a logistic regression model though researchers have considered many other types of classifier, but data quality issues may prevent these laboratory based results from being achieved in practice. The training of a classifier on a sample of accepted applicants rather than on a sample representative of the applicant population seems not to result in bias though it does result in difficulties in setting the cut off.

3. Awesome Security

Network / Scanning / Pentesting

• RustScan (⭐17k) - Faster Nmap scanning with Rust. Take a 17 minute Nmap scan down to 19 seconds.

4. Awesome Mysql

Benchmarking

• go-tpc (⭐189) - A golang port of TPCC and TPCH benchmark for MySQL.

5. Awesome Seml

Broad Overviews

• Engineering Best Practices for Machine Learning ⭐

• Hidden Technical Debt in Machine Learning Systems 🎓⭐

• Software Engineering for Machine Learning: A Case Study 🎓⭐

6. Awesome Mastodon

Clients

• Brutaldon - Brutaldon is a brutalist, Web 1.0 web interface for Mastodon.

• Planiverse - Minimalist, no-JS Web client for Mastodon.

7. Awesome Ai in Finance

Papers

• An Investigation into the Use of Reinforcement Learning Techniques within the Algorithmic Trading Domain, 2015

• Reinforcement Learning for Trading, 1994

• Ten Financial Applications of Machine Learning, 2018 - Slides review few important financial ML applications.

Data Sources / Traditional Markets

• Tushare (⭐14k) - Crawling historical data of Chinese stocks.

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