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tzw101's Projects

adv_fin_ml_exercises icon adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

algorithmictrading icon algorithmictrading

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

blackbird icon blackbird

Blackbird Bitcoin Arbitrage: a long/short market-neutral strategy

cuda_engine_image_classifier_ icon cuda_engine_image_classifier_

This project is aimed to convert a Tensorflow model built in Python into a Cuda Engine based on C++. This is done to reduce the latency of the code. Latency is a critical bottleneck for a lot of Deep Learning Projects. Majority of the tensorflow projects could not be materialized into real world solutions because the latency was impractical. However converting the trained model into a CUDA engine based in C++ could help us reduce the latency significantly. In this project we use fashion_MNIST dataset as an example. We train the dataset using a normal Tensorflow model and then save this model into an .uff file which is universally readable. We then use these weights to create a API based model in C++ and then feed this model the training images to calculate accuracy and most importantly latency.

dvc_r_ensemble icon dvc_r_ensemble

Materials of a case study to build a DVC-based ML pipeline for an R project with ensemble prediction

gquant icon gquant

A Simple Event-Driven Back-testor

mlfinlab icon mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

predictbo icon predictbo

Predicting Binary Option in Highlow Australia's demotrade using tensorflow (or other machine learning algorithms). This project is very incomplete. Please help!

python-mocking icon python-mocking

Example reference for how to mock various types of things in Python unit tests.

qtpylib icon qtpylib

QTPyLib, Pythonic Algorithmic Trading

robogami icon robogami

Interactive Robogami: Computational Robot Design Tool

web3 icon web3

通用web3组建库,基于网络开源代码以及自己日常使用所修改完善。 可在此基础上完成90%的科学家脚本开发。 关注 币圈科学家旺仔 更多一手币圈源码项目分享 助你轻松千号空投,早日A8。

wtfpython icon wtfpython

A collection of subtle and tricky Python examples

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