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@@ -56,11 +56,12 @@ Python debugger (pdb) - [blog post](https://www.blog.pythonlibrary.org/2018/10/1
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[petastorm](https://github.com/uber/petastorm) - Data access library for parquet files by Uber.
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[zappy](https://github.com/lasersonlab/zappy) - Distributed numpy arrays.
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##### Command line tools
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##### Command line tools, CSV
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[ni](https://github.com/spencertipping/ni) - Command line tool for big data.
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[xsv](https://github.com/BurntSushi/xsv) - Command line tool for indexing, slicing, analyzing, splitting and joining CSV files.
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[csvkit](https://csvkit.readthedocs.io/en/1.0.3/) - Another command line tool for CSV files.
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[csvsort](https://pypi.org/project/csvsort/) - Sort large csv files.
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[tsv-utils](https://github.com/eBay/tsv-utils) - Tools for working with CSV files by ebay.
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#### Classical Statistics
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[researchpy](https://github.com/researchpy/researchpy) - Helpful `summary_cont()` function for summary statistics (Table 1).
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[pyfolio](https://github.com/quantopian/pyfolio) - Portfolio and risk analytics.
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[zipline](https://github.com/quantopian/zipline) - Algorithmic trading.
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[alphalens](https://github.com/quantopian/alphalens) - Performance analysis of predictive stock factors.
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[stockstats](https://github.com/jealous/stockstats) - Pandas DataFrame wrapper for working with stock data.
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#### Survival Analysis
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[Time-dependent Cox Model in R](https://stats.stackexchange.com/questions/101353/cox-regression-with-time-varying-covariates).
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[mlflow](https://mlflow.org/) - Manage the machine learning lifecycle, including experimentation, reproducibility and deployment.
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[modelchimp](https://github.com/ModelChimp/modelchimp) - Experiment Tracking.
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[skll](https://github.com/EducationalTestingService/skll) - Command-line utilities to make it easier to run machine learning experiments.
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[BentoML](https://github.com/bentoml/BentoML) - Package and deploy machine learning models for serving in production
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[BentoML](https://github.com/bentoml/BentoML) - Package and deploy machine learning models for serving in production.
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[dvc](https://github.com/iterative/dvc) - Versioning for ML projects.
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[dagster](https://github.com/dagster-io/dagster) - Tool with focus on dependency graphs.
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#### Math and Background
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Gilbert Strang - [Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/index.htm)

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