fdoperezi's repositories
sequitur
Library of autoencoders for sequential data
siml
Machine Learning algorithms implemented from scratch
QuantumVariationalRewinding
Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
evotorch
EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
encodec
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.
fprime
F' - A flight software and embedded systems framework
soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
Data-Science-Articles
A collection of my blogs on Data Science and Machine learning.
TabPFN
Official implementation of the TabPFN and the tabpfn package.
automatic_vehicular_control
[IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning
Kaggler
Code for Kaggle Data Science Competitions
awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
flowEQ
β-VAE for intelligent control of a five band parametric EQ
trino-superset-demo
Demo application to showcase integration of Trino with Apache superset using Minio and Hive metastore
Residual-Dynamic-Mode-Decomposition
Code for ResDMD: data-driven spectral properties of Koopman Operators
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
AutoKoopman
AutoKoopman - Koopman operator methods for data-driven dynamical systems analysis and control.
Koopman-RL
Data-driven Koopman control theory applied to reinforcement learning!
flowtorch
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
python-control
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
mage-ai
🧙 Mage is an open-source tool for building and running data pipelines that transform your data.
pykoopman
A package for computing data-driven approximations to the Koopman operator.
particle-life
A simple program to simulate artificial life using attraction/reuplsion forces between many particles
Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
Fast-F1
FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry