attention

Minor time series forecasting experiments using attention mechanisms.

backtesting.py

:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

blog

My personal blog built using fastpages from fast.ai

build-your-own-x

🤓 Build your own (insert technology here)

coding-interview-university

A complete computer science study plan to become a software engineer.

data-learning

This repository provides the code for the subject Data Learning, which forms part of the course Big Data and Social Media taught in HU Utrecht, translated into Python.

data-structures-algorithms

This repository provides implementations of popular algorithms and abstract data types using JAVA.

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

factor_analyzer

A Python module to perform exploratory factor analysis.

freya

Freya is a deep learning framework built using numpy arrays.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kalmankit

Multidimensional implementation of standard and extended Kalman Filters

neuralnetwork

Simple feedforward Neural Network.

notebooks

Collection of notebooks for different things.

phynet

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-for-signal-processing

Notebooks for "Python for Signal Processing" book

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

stellar-learn

Stellar classification algoritms.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

torchfitter

Simple lightweight trainer to optimise PyTorch models.

toydiff

Yet another tensor automatic differentiation framework

tstk

WIP: personal time series toolkit.

xylambda

GitHub profile