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Jiahui's Projects

akka icon akka

Build highly concurrent, distributed, and resilient message-driven applications on the JVM

berkeley-cs186 icon berkeley-cs186

UC Berkeley's Database class CS186: Implement A Simple Database Management System

berkeley-cs61c icon berkeley-cs61c

All Coursework from my CS61c (Great Ideas in Computer Architecture / Machine Structures) Course at UC Berkeley

cmu-15213 icon cmu-15213

:mortar_board::whale: Lab Assignments and Developing Environments of the Introduction to Computer Systems, 15-213 CMU

coursera-ml icon coursera-ml

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

cuhk-econ5170 icon cuhk-econ5170

Econ 5170 @CUHK: Computational Methods in Economics (2016 Spring)

dask icon dask

Parallel computing with task scheduling

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

flask icon flask

A microframework based on Werkzeug, Jinja2 and good intentions

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

quantecon icon quantecon

A community based Python library for quantitative economics

stanford-cs246 icon stanford-cs246

An Introduction to Mining of Social Network Graphs based on Rajaraman, Anand, and Jeffrey D. Ullman. Mining of massive datasets. Chapter 10

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