Code for Machine Learning for Algorithmic Trading, 2nd edition.

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Neural Networks: Zero to Hero

Portfolio and risk analytics in Python

Reference models and tools for Cloud TPUs.

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for b…

Practical Full-Stack Machine Learning

Llama from scratch, or How to implement a paper without crying

Current and Historical Lists of S&P 500 components since 1996

A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.

Nvidia contributed CUDA tutorial for Numba

PyTorch Python Neural Network Autonomous 1/10 Car for Nvidia Jetson Nano

Build a statistical risk model using PCA. Optimize the portfolio using the risk model and factors using multiple optimization formulations.

Stocks analysis using python packages

Deep Neural Network Trading collection of Tensorflow Jupyter notebooks

Buillt on top of ROS and donkeycar hardware

A collection of data science related tutorials for Medium

read my blog @ https://medium.com/@theprasadpatil/exploratory-data-analysis-8fc1cb20fd15

A world wines dataset with user ratings for recommendation systems and general use.

TA-Lib Tutorial (see https://www.ta-lib.org/)

Car Models Classification

Training 3DCNN neural net models optimized for autonomous driving on Raspberry Pi using the Donkeycar library for 1/16 scale vehicle

This repo contains code for creating a Birds Classifier and an API where the user can upload a birds image and gets the according species of the bird.