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sovannit's Projects

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

notes icon notes

Notes from tech books I'm reading.

nsedatabase icon nsedatabase

A tool to download historical quotes from NSE india, store quotes in a database and provide the data as pandas dataframe.

nsepy icon nsepy

Python Library to get publicly available data on NSE website ie. stock quotes, historical data, live indices

nsetools icon nsetools

Realtime Data From National Stock Exchange (India)

optionchainstream icon optionchainstream

Live streaming option chain for equity derivatives using Kite connect Websocket based on redis.

optopsy icon optopsy

An event driven backtesting and option chain analysis Python library.

pandas-ta icon pandas-ta

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators

py-market-profile icon py-market-profile

A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.

pykiteconnect icon pykiteconnect

The official Python client library for the Kite Connect trading APIs

pylivetrader icon pylivetrader

Python live trade execution library with zipline interface.

qgrid icon qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

quantstats icon quantstats

Portfolio analytics for quants, written in Python

regression icon regression

Machine Learning Models using Simple Linear Regression, Multiple Linear Regression, and Polynomial Regression

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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