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The Top 23 Deep Learning Optimization Open Source Projects

Open source projects categorized as Deep Learning Optimization
Categories > Machine Learning > Deep Learning
Categories > Software Performance > Optimization
Csmath 2022 ⭐ 39
This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju
most recent commit 2 years ago
Aialgorithmsandapplications ⭐ 39
Course Material: AI Algorithms and Applications with Python I + II
most recent commit 4 months ago
Rethinking Bnn Optimization ⭐ 37
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
most recent commit 4 years ago
Deep Learning Optimization Algorithms ⭐ 37
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
most recent commit 6 years ago
Deep Learning Specialization Coursera ⭐ 36
Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.
most recent commit 4 years ago
Differentiable Shadow Mapping ⭐ 36
Differentiable Shadow Mapping for Efficient Inverse Graphics (CVPR 2023)
most recent commit 5 months ago
Ppo Pytorch ⭐ 35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
most recent commit 5 years ago
Pop3d ⭐ 35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
most recent commit 5 years ago
Photontorch ⭐ 34
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
total releases 10most recent commit 2 years ago
Keras Hypetune ⭐ 33
A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.
total releases 6most recent commit 2 years ago
Pytorch ⭐ 33
Improved LBFGS optimizer in PyTorch.
most recent commit a year ago
Jitrench.jl ⭐ 32
[wip] Lightweight Automatic Differentiation & DeepLearning Framework implemented in pure Julia.
most recent commit 7 months ago
Swarmopt ⭐ 32
Swarm intelligence optimizer
total releases 1most recent commit 2 years ago
Tvm In Action ⭐ 31
TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together
most recent commit 6 years ago
Protograd.jl ⭐ 31
Deep learning 99% fat free
most recent commit 5 months ago
Gd Uap ⭐ 30
Generalized Data-free Universal Adversarial Perturbations
most recent commit 6 years ago
Geoscience Ml Tutorial ⭐ 29
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
most recent commit 4 months ago
Realate ⭐ 29
real-estate data prediction system
most recent commit 4 months ago
Noviceml ⭐ 29
도서 머신러닝·딥러닝에 필요한 기초 수학 with 파이썬의 예제 코드와 그래프 그리는 코드 및 웹앱 저장소
most recent commit 10 months ago
Variance_reduced_neural_networks ⭐ 29
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
most recent commit 5 years ago
Stem ⭐ 28
Swift Tensor Extensions for Machine-learning
most recent commit 7 years ago
Ncvx ⭐ 27
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning
most recent commit 2 years ago
Federated Pytorch Test ⭐ 27
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
most recent commit 2 years ago
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