Pinned Repositories
mad-lab
A MAD laboratory to improve AI architecture designs 🧪
torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
evo
DNA foundation modeling from molecular to genome scale
safari
Convolutions for Sequence Modeling
stripedhyena
Repository for StripedHyena, a state-of-the-art beyond Transformer architecture
awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
gde
Neural Graph Differential Equations (Neural GDEs)
PortHamiltonianNN
Port-Hamiltonian Approach to Neural Network Training
torchSODE
PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization
wattnet-fx-trading
WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series
Zymrael's Repositories
Zymrael/awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
Zymrael/gde
Neural Graph Differential Equations (Neural GDEs)
Zymrael/wattnet-fx-trading
WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series
Zymrael/PortHamiltonianNN
Port-Hamiltonian Approach to Neural Network Training
Zymrael/torchSODE
PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization
Zymrael/awesome-latent-control
A collection of resources regarding the interplay between control, causality, latent structure and self-supervision.
Zymrael/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Zymrael/alphafold
Open source code for AlphaFold.
Zymrael/AutoAWQ
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.
Zymrael/bayesian-sde
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
Zymrael/cheatsheets
Official Matplotlib cheat sheets
Zymrael/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Zymrael/dex-lang
Research language for array processing in the Haskell/ML family
Zymrael/ec
Zymrael/flash-attention
Fast and memory-efficient exact attention
Zymrael/flax
Flax is a neural network ecosystem for JAX that is designed for flexibility.
Zymrael/gdown
Download a large file from Google Drive (curl/wget fails because of the security notice).
Zymrael/helm-safari
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
Zymrael/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
Zymrael/PythonProgrammingPuzzles
A Dataset of Python Challenges for AI Research
Zymrael/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Zymrael/pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
Zymrael/pytorch-lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
Zymrael/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Zymrael/torchcde
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Zymrael/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Zymrael/torchdyn
A PyTorch based library for all things neural differential equations
Zymrael/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Zymrael/Zymrael
Hi there 👋
Zymrael/zymrael.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics