Shy Palachy, a Full-Stack Data Science Consultant 🦌
Hey there! I'm Shy. I live, code and consult on data science in Tel Aviv, Israel. Among my clients are BigPanda, Forter, Intezer, Bringg and Bank Hapoalim.
I have co-founded and co-manage DataHack, a non-profit / community / yearly hackathon dedicated to promoting data science and machine learning in Israel, which also runs projects such as DataTalks, DataNights and Kaggle-IL. I have also founded NLPH, a community meant to encourage and enable joint work on open NLP tools for Hebrew.
My Open Source Projects
| Project | Description | Stars | Downloads | Forks | Issues | PRs |
| pdpipe | Easy pipelines for |
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| pulearn | Positive-unlabeled learning w/ |
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| skift | sklearn wrappers for |
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| cachier | Persistent memoization |
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| birch | Hierarchical config for |
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| awesome-twitter-data | Twitter datasets & resources |  |
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My Blog Posts
🗄 Data Science Project Flow for Startups
A data scientist’s take on our process.🔍 Peer Reviewing Data Science Projects
Making your work more error-proof using peer scrutiny.📚 Document Embedding Techniques
A review of notable literature on the topic.🔜 Inferring causality in time series data
A concise review of the major approaches.🧠 Understanding the scaling of L² regularization in the context of neural networks
A theoretical delve into the L² equation.📉 Stationarity in time series analysis
A review of the concept and types of stationarity.📈 Detecting stationarity in time series data
A theoretical and practical guide.🧪 Extensive Python testing on Travis CI
Testing open-source Python on several operating systems.📦 Publishing your own Python package
A practical guide to packaging Python code.