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Autograd Python Packages

Python packages with the GitHub topic autograd. Sorted by relevance, with stars and monthly downloads.
pytorch
torch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

87.9M 100K 28K
CamDavidsonPilon
autograd-gamma

NotImplementedError: VJP of gammainc wrt argnum 0 not defined

1.9M 15 4
PennyLaneAI
pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

312K 3K 782
rusty1s
torch-sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

44K 1K 160
ChanLumerico
lucid-dl

Lumerico's Comprehensive Interface for Deep Learning

7K 3 1
avitai
datarax

A Differentiable Data Pipeline Framework for JAX

5K 1 0
Prajjwal2404
neuralengine

An open-source framework/library for building and training neural networks in Python with support for GPUs (CUDA).

4K 1 0
fjosw
pyerrors

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

2K 53 21
AgentTorch
agent-torch

large population models

1K 614 94
rsokl
mygrad

Drop-in autodiff for NumPy.

1K 216 23
norse
norse

A library for deep learning with spiking neural networks

972 800 99
34j
boost-loss

Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost

967 10 0
nabla-ml
nabla-ml

Nabla: High-Performance Scientific Computing

863 336 13
arthurdjn
nets

Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

646 38 3
Yottaxx
torch-yottaxx

Autograd Library,which seems like a simple torch.For deep-learning study,it can implement simple neural networks.

590 0 0
mbahng
pyember

ML Library from scratch with only standard libraries

574 8 0
lewisnjue
nnetflow

A minimal neural network framework with autodiff and NumPy

560 2 0
fancompute
legume-gme

🌱 Guided-mode expansion of photonic crystal slabs

550 147 42
andykee
loupe

Parametric optimization with built-in autograd

531 1 0
eduardoleao052
neuralforge

An educational framework similar to PyTorch, built to be interpretable and easy to implement.

489 126 4
Bluerrror
torchvine

Pure-PyTorch vine copula modelling — GPU-ready, differentiable, and API-compatible with pyvinecopulib

475 0 0
abhiagwl
vistan

Library to run VI algorithms on Stan models.

353 33 3
WeltXing
pydynet

NumPy-based Dynamic Deep Learning Framework

350 87 15
uwplasma
essos

e-Stellarator Simulation and Optimization Suite

293 16 5
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