fdoperezi's repositories
automatic_vehicular_control
[IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning
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.
chatllama
ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT
Data-Science-Articles
A collection of my blogs on Data Science and Machine learning.
dataloader
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
encodec
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.
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.
Flipped-Learning
[ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
fprime
F' - A flight software and embedded systems framework
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Kaggler
Code for Kaggle Data Science Competitions
llama
Inference code for LLaMA models
nebullvm
Plug and play modules to optimize the performances of your AI systems 🚀
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
PhySO
Physical Symbolic Optimization
pygslib
GSLIB fortran code wrapped into python
QuantumVariationalRewinding
Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case
sequitur
Library of autoencoders for sequential data
siml
Machine Learning algorithms implemented from scratch
soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
TabPFN
Official implementation of the TabPFN and the tabpfn package.
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks