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Starred repositories

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Implementation of basic ML algorithms from scratch in python...

Jupyter Notebook 273 225 Updated Feb 26, 2021

Learn to build on Solana!

Rust 238 97 Updated Sep 13, 2022

Forecasting Functions for Time Series and Linear Models

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Data, Benchmarks, and methods submitted to the M4 forecasting competition

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Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Python 856 163 Updated Mar 3, 2023
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1st place solution

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Hierarchical Time Series Forecasting using Prophet

Python 141 40 Updated Feb 5, 2021

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

Jupyter Notebook 284 126 Updated May 5, 2018

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 27,827 12,743 Updated Jun 13, 2024

Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado

Jupyter Notebook 118 52 Updated Nov 20, 2019

CVXOPT -- Python Software for Convex Optimization

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PyTrendFollow - systematic futures trading using trend following

Python 362 70 Updated Apr 25, 2018

The earnings conference call dataset of S&P 500 companies

127 28 Updated Aug 4, 2022

Trax — Deep Learning with Clear Code and Speed

Python 8,069 813 Updated Sep 10, 2024

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python 15,385 3,478 Updated Jun 2, 2023

Restricted Boltzmann Machines in Python.

Python 946 373 Updated Apr 1, 2020

Experiments in Recurrent Highway Networks with Grouped Auxiliary Memory paper

Python 20 6 Updated Dec 15, 2019

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Python 6,086 1,108 Updated Feb 17, 2022

Keras implementation of Legendre Memory Units

Python 209 35 Updated Jul 15, 2024

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Jupyter Notebook 1,011 420 Updated Oct 15, 2023

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

Jupyter Notebook 1,467 738 Updated Feb 23, 2023

Gaussian Process and Uncertainty Quantification Summer School 2018

Jupyter Notebook 31 19 Updated Dec 15, 2022

POT : Python Optimal Transport

Python 2,397 499 Updated Sep 10, 2024

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presente…

Java 4,077 601 Updated Dec 4, 2023

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

Python 241 23 Updated Dec 3, 2019

Fast and Easy Infinite Neural Networks in Python

Jupyter Notebook 2,274 226 Updated Mar 1, 2024

Hurst exponent evaluation and R/S-analysis in Python

Python 292 80 Updated Dec 2, 2023
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