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Ivan Cui's Projects

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

open-llms icon open-llms

🤖 A list of open LLMs available for commercial use.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas_tricks icon pandas_tricks

A guide to useful pandas features for intermediate-level data mungers

r-bootcamp-ml- icon r-bootcamp-ml-

Contains all the course material as well self-directed capstone projects in R bootcamp

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

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