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Stanford University
- https://zymrael.github.io/
- @MichaelPoli6
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awesome-neural-ode Public
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
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zymrael.github.io Public
Forked from alshedivat/al-folioA beautiful, simple, clean, and responsive Jekyll theme for academics
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AutoAWQ Public
Forked from casper-hansen/AutoAWQAutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.
Python MIT License UpdatedJan 5, 2024 -
DeepSpeed Public
Forked from microsoft/DeepSpeedDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python Apache License 2.0 UpdatedSep 7, 2023 -
flash-attention Public
Forked from Dao-AILab/flash-attentionFast and memory-efficient exact attention
Python BSD 3-Clause "New" or "Revised" License UpdatedAug 18, 2023 -
helm-safari Public
Forked from stanford-crfm/helmHolistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
Python Apache License 2.0 UpdatedJun 6, 2023 -
pytorch Public
Forked from pytorch/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration
C++ Other UpdatedJul 1, 2022 -
metrics Public
Forked from Lightning-AI/torchmetricsMachine learning metrics for distributed, scalable PyTorch applications.
Python Apache License 2.0 UpdatedMar 19, 2022 -
gdown Public
Forked from wkentaro/gdownDownload a large file from Google Drive (curl/wget fails because of the security notice).
Python MIT License UpdatedFeb 21, 2022 -
accelerate Public
Forked from huggingface/accelerate🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Python Apache License 2.0 UpdatedSep 1, 2021 -
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alphafold Public
Forked from google-deepmind/alphafoldOpen source code for AlphaFold.
Python Apache License 2.0 UpdatedJul 23, 2021 -
torchcde Public
Forked from patrick-kidger/torchcdeDifferentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Python Apache License 2.0 UpdatedJul 21, 2021 -
torchsde Public
Forked from google-research/torchsdeDifferentiable SDE solvers with GPU support and efficient sensitivity analysis.
Python Apache License 2.0 UpdatedJul 20, 2021 -
PythonProgrammingPuzzles Public
Forked from microsoft/PythonProgrammingPuzzlesA Dataset of Python Challenges for AI Research
Python MIT License UpdatedJun 16, 2021 -
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gde Public
Neural Graph Differential Equations (Neural GDEs)
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dex-lang Public
Forked from google-research/dex-langResearch language for array processing in the Haskell/ML family
Haskell BSD 3-Clause "New" or "Revised" License UpdatedApr 14, 2021 -
torchdiffeq Public
Forked from rtqichen/torchdiffeqDifferentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Python MIT License UpdatedMar 28, 2021 -
score_sde_pytorch Public
Forked from yang-song/score_sde_pytorchPyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Jupyter Notebook UpdatedMar 19, 2021 -
bayesian-sde Public
Forked from xwinxu/bayeSDECode for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
Python MIT License UpdatedFeb 15, 2021 -
flax Public
Forked from google/flaxFlax is a neural network ecosystem for JAX that is designed for flexibility.
Python Apache License 2.0 UpdatedFeb 12, 2021 -
pytorch-lightning-bolts Public
Forked from Lightning-Universe/lightning-boltsToolbox of models, callbacks, and datasets for AI/ML researchers.
Python Apache License 2.0 UpdatedJan 23, 2021 -
awesome-latent-control Public
A collection of resources regarding the interplay between control, causality, latent structure and self-supervision.
control reinforcement-learning deep-learning dynamical-systems representation-learning causality self-supervised-learning9 UpdatedDec 25, 2020 -
wattnet-fx-trading Public
WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series
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pytorch-lightning Public
Forked from Lightning-AI/pytorch-lightningThe lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
Python Apache License 2.0 UpdatedJul 12, 2020 -
cheatsheets Public
Forked from matplotlib/cheatsheetsOfficial Matplotlib cheat sheets
Python BSD 2-Clause "Simplified" License UpdatedJul 11, 2020 -
torchdyn Public
Forked from DiffEqML/torchdynA PyTorch based library for all things neural differential equations
Jupyter Notebook Apache License 2.0 UpdatedJul 2, 2020 -
torchSODE Public
PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization
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PortHamiltonianNN Public
Port-Hamiltonian Approach to Neural Network Training