Xylambda
BSc Computer Science. MSc Artificial Intelligence. Currently working at Inspiration-Q as an Algorithm Scientist.
@Inspiration-QMadrid
Pinned Repositories
attention
Minor time series forecasting experiments using attention mechanisms.
blog
My personal blog built using fastpages from fast.ai
Data-Structures-Algorithms
This repository provides implementations of popular algorithms and abstract data types using JAVA.
Freya
Freya is a deep learning framework built using numpy arrays.
kalmankit
Multidimensional implementation of standard and extended Kalman Filters
torchfitter
Simple lightweight trainer to optimise PyTorch models.
toydiff
Yet another tensor automatic differentiation framework
Xylambda's Repositories
Xylambda/kalmankit
Multidimensional implementation of standard and extended Kalman Filters
Xylambda/attention
Minor time series forecasting experiments using attention mechanisms.
Xylambda/torchfitter
Simple lightweight trainer to optimise PyTorch models.
Xylambda/Freya
Freya is a deep learning framework built using numpy arrays.
Xylambda/Data-Structures-Algorithms
This repository provides implementations of popular algorithms and abstract data types using JAVA.
Xylambda/toydiff
Yet another tensor automatic differentiation framework
Xylambda/blog
My personal blog built using fastpages from fast.ai
Xylambda/backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
Xylambda/build-your-own-x
🤓 Build your own (insert technology here)
Xylambda/coding-interview-university
A complete computer science study plan to become a software engineer.
Xylambda/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.
Xylambda/DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
Xylambda/factor_analyzer
A Python module to perform exploratory factor analysis.
Xylambda/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.
Xylambda/NeuralNetwork
Simple feedforward Neural Network.
Xylambda/notebooks
Collection of notebooks for different things.
Xylambda/phynet
Xylambda/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 ;)
Xylambda/Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
Xylambda/pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
Xylambda/stellar-learn
Stellar classification algoritms.
Xylambda/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Xylambda/tstk
WIP: personal time series toolkit.
Xylambda/Xylambda
GitHub profile