bowei-wang

Pinned Repositories

• AiLearning-Theory-Applying

  快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

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• arviz

  Exploratory analysis of Bayesian models with Python

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• banality-of-assholeness

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• Bayesian-Modelling-in-Python

  A python tutorial on bayesian modeling techniques (PyMC3)

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• bayesian-stats-modelling-tutorial

  How to do Bayesian statistical modelling using numpy and PyMC3

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• benchm-ml

  A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

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• Computational-Social-Science-Training-Program

  This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collaboration, machine learning, natural language processing, and causal inference. This course has a strong applied focus with emphasis placed on doing computational social science.

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• coursework

  summer school coursework

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• cs-self-learning

  cs-self-learning

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• DataScienceR

  a curated list of R tutorials for Data Science, NLP and Machine Learning

  Language:R00

bowei-wang's Repositories