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1-on-1s

🌱 1-on-1 questions and resources from my time as a manager.

aeron-python

Python bindings for Aeron messaging.

backtrader_plotting

Plotting addon for backtrader to support Bokeh (and maybe more)

bayesrobotloc

Simulation of Bayes filter (Recursive Bayes Estimation) for robot localization and tracking.

bootstrap-price-time-series

Synthesize time series by different bootstrapping methods.

btplotting

btplotting provides plotting for backtests, optimization results and live data from backtrader.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

data-science-interview-questions-answers

Curated list of data science interview questions and answers

doomemacs

An Emacs framework for the stubborn martian hacker

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

googlecolab-keepalive

a simple python script for keeping alive a google colab session

gradient-free-optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

ibstract

Asynchronous financial data management

islr

My Python code for labs and exercises in the book "An Introduction to Statistical Learning with Applications in R".

m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

machine-learning

My code and notebooks on machine learning and data science.

pydtc

Very basic realization of DTC protocol in Python (http://dtcprotocol.org)

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

reinforced-players

My projects / experiments on reinforcement learning.

stl_containers_algos

C++ template implementation of STL containers and classic algorithms.

stock_analysis_for_quant

Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

swing

A Python implementation of automatic swing trading execution.

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tardis-client

Tardis.dev cryptocurrency data client.

teaching

thinkbayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.