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machine_learning_regression_analysis

Complete Regression Analysis (including Random Forest Regressor) on UCI Energy Efficiency Dataset

ml4tsa

Supplementary Material for Machine Learning for Time Series Analysis

mynotes

Self-written notes that may be useful

nsestockanalyser

NSE Stock Market Analyser in a python based tool which makes use of "nsetools" and requests api to fetch stock data in json format. In the initial version, I am supporting a basic option chain analysis, which gives the max call point, max put point and max pain point of a derivative. I will also be supporting Put/Call ratio, nth order support points and nth order pain points, and many more advanced features

nsetapython

Easy to use Python Technical Analysis library for NSE that uses talib and nsepy under the hood

nyhackr-cli-dev-env

Reference notes for the Creating a Command Line Driven Development Environment talk.

og-aws

📙 Amazon Web Services — a practical guide

opstra-bot

option-chain-refresher

Option Chain Data with Delta Greek

option-chain-tooling

strategy payoff and option chain tools (works for NSE India exchange). NO PAID API

option_chain_analysis

NSE Nifty Option chain analysis on the web page.

options-max-pain-calculator

A python command line tool to calculate options max pain for a given company symbol and options expiry date.

options-oi

GUI Stock index options open interest analysis with the use of python tkinter and NSE API for NIFTY, BANK NIFTY

optionsdatascraper

oreilly-pytorch

Introductory PyTorch Tutorials

pandas-guides

Detailed notes and codes on learning pandas quickly for machine learning.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

practical-time-series-analysis

Practical Time-Series Analysis, published by Packt

practicalai

A practical approach to learning machine learning.

predicting-bike-rentals-with-random-forests

Using data on bike rentals in a major city, this notebook walks through and utilizes several machine learning models like Linear Regression and Random Forests

probability

Programming solutions to problems in probability.

pure-premium-model-xgboost-randomforest

Pure premium regression model using XGBoost and random forest with Python (Blog entrance)

pycon-pandas-tutorial

PyCon 2015 Pandas tutorial materials

pydata-sf-2016-arima-tutorial

PyData San Francisco 2016 - ARIMA Tutorial

pyspark-example-project

Example project and best practices for Python-based Spark ETL jobs and applications.

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

python-selenium-sample

python-spark-streaming

pytorch

All My Pytorch projects reside here

pytorch-beginner

pytorch tutorial for beginners