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Amanda R.'s Projects

advanced-ml-techniques icon advanced-ml-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

anomaly_detection icon anomaly_detection

This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.

backtrader icon backtrader

Python Backtesting library for trading strategies

binance-trader icon binance-trader

Simple Binance Trader as a Telegram Bot with TakeProfit and Stoploss Trades (exact number or percentage) feature

bitcoin_volatility_forecasting icon bitcoin_volatility_forecasting

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

brute-force-login icon brute-force-login

Proof -Of-Concept Brute Force Login on a web-site with a good dictionary of words

bta-lib icon bta-lib

Technical Analysis library in pandas for backtesting algotrading and quantitative analysis

covidtrack.net icon covidtrack.net

Plot live Covid19 Data from John Hopkins on a live SVG map. A minimal react / flask app featuring react-simple-maps for viewing the latest Corona Virus data. Thank you to https://www.digitalocean.com/community/pages/covid-19 DigitalOcean for sponsoring!

crypto-signal icon crypto-signal

Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis Bot - 3,100+ stars, 900+ forks

deepo icon deepo

Set up deep learning environment in a single command line.

drsemu icon drsemu

DrSemu - Malware Detection and Classification Tool Based on Dynamic Behavior

dvpwa icon dvpwa

Damn Vulnerable Python Web App

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