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fpli-mbr's Projects

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3D Printer Projects

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A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

ai_law icon ai_law

all kinds of baseline models for long text classificaiton( text categorization)

ai_supply_chain icon ai_supply_chain

This is the code for "AI for Supply Chain" by Siraj Raval on Youtube

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algotrading icon algotrading

Financial Machine Learning and Algorithmic Trading with Python

alpaca icon alpaca

Implemented a strategy based on research paper (linked in readme) to paper trade on alpaca.markets

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

alphavantageapi icon alphavantageapi

An Opinionated AlphaVantage API Wrapper in Python 3.7. FREE API Key: https://www.alphavantage.co/support/

arctic icon arctic

High performance datastore for time series and tick data

arrow icon arrow

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

aseprite icon aseprite

Animated sprite editor & pixel art tool (Windows, macOS, Linux)

audit-ai icon audit-ai

detect demographic differences in the output of machine learning models or other assessments

automl-gs icon automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

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