achaiah's repositories
MNIST_center_loss.pytorch
A Pytorch implementation of center loss on MNIST
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
AutoAugment
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
binseg_pytoch
Implementation of several state of the art methods for Binary Segmentation in PyTorch
cardiac-segmentation
Right Ventricle Cardiac MRI Segmentation
CS231n-Convolutional-Neural-Networks-for-Visual-Recognition
In this repo you can find my solutions for both 2016 and 2017 assignments of the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
DIGITS
Deep Learning GPU Training System
drn
Dilated Residual Networks
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
kaggle-carvana-image-masking-challenge
Kaggle - Carvana Image Masking Challenge - Code
kaggle_carvana_segmentation
Code for a 1st place model in Carvana Image Masking Challenge
lime
Lime: Explaining the predictions of any machine learning classifier
mobilenetv2.pytorch
72.2% MobileNet V2 model on ImageNet with PyTorch Implementation
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
pytorch-dpn-pretrained
Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation
PyTorch-Multi-Style-Transfer
Neural Style and MSG-Net
pytorch-ssim
pytorch structural similarity (SSIM) loss
SSD-variants
PyTorch implementation of several SSD based object detection algorithms.
stat479-machine-learning-fs18
Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
temperature_scaling
A simple way to calibrate your neural network.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
YellowFin
auto-tuning momentum SGD optimizer
YellowFin_Pytorch
auto-tuning momentum SGD optimizer