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Dhruv Ramani's Projects

pyimsegm icon pyimsegm

Image segmentation - general superpixel segmentation & center detection & region growing

python-loklak-api icon python-loklak-api

The loklak API for Python which makes it very easy to use and as a strict replacement to the twitter API

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-mnist-celeba-gan-dcgan icon pytorch-mnist-celeba-gan-dcgan

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

pytorch-rl icon pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

ren-tf icon ren-tf

Recurrent Entity Networks (modified)

resnet-in-tensorflow icon resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

rfho icon rfho

Gradient-based hyperparameter optimization package with TensorFlow

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

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