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The Top 23 Python Deep Learning Mnist Open Source Projects

Open source projects categorized as Python Deep Learning Mnist
Dec Da ⭐ 33
Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).
most recent commit 5 years ago
Ladder ⭐ 32
Implementation of Ladder Network in PyTorch.
most recent commit 7 years ago
Numpy Nn Model ⭐ 32
Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.
most recent commit 4 months ago
Neural Network From Scratch ⭐ 29
Implementation of a neural network from scratch in python.
most recent commit 5 years ago
Mnist_test ⭐ 29
mnist with Tensorflow
most recent commit 5 years ago
Dataset Repair ⭐ 29
REPresentAtion bIas Removal (REPAIR) of datasets
most recent commit 5 years ago
Adda_mnist64 ⭐ 28
Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano
most recent commit 7 years ago
Mnist ⭐ 28
Pytorch mnist example
most recent commit 5 years ago
Continual_learning_data_former ⭐ 28
A pytorch compatible data loader to create sequence of tasks for Continual Learning
most recent commit 4 years ago
Digit_recognizer ⭐ 27
CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
most recent commit 3 years ago
Deepdefense.pytorch ⭐ 26
Implementation of our NeurIPS 2018 paper: Deep Defense: Training DNNs with Improved Adversarial Robustness
most recent commit 5 years ago
Deep K Means ⭐ 26
most recent commit 5 years ago
Bruno ⭐ 26
a deep recurrent model for exchangeable data
most recent commit 5 years ago
Softkmeans ⭐ 26
Implementation of Deep Soft-K means
most recent commit 3 years ago
Tssl Bp ⭐ 26
Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.
most recent commit 3 years ago
Mnist Multitask ⭐ 26
6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"
most recent commit 6 years ago
Auxiliary Deep Generative Models ⭐ 25
Implementation of auxiliary deep generative models for semi-supervised learning
most recent commit 8 years ago
Deeplearning ⭐ 25
Python implementation of UFLDL tutorial code
most recent commit 10 years ago
Pocket ⭐ 24
A deep learning library to enable rapid prototyping
most recent commit a year ago
Bayesian Compression For Deep Learning ⭐ 23
Remplementation of paper https://arxiv.org/abs/1705.08665
most recent commit 6 years ago
Pate ⭐ 23
Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/1610.05755)
most recent commit 2 years ago
Lenet From Scratch ⭐ 22
Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.
most recent commit 2 years ago
Datumio ⭐ 22
Real-time augmentation of data for inputs into deep learning models.
most recent commit 8 years ago
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