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sriharsha annamaneni's Projects

plotly.py icon plotly.py

An interactive, browser-based graphing library for Python :sparkles:

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pretrained.ml icon pretrained.ml

Compilation of pre-trained deep learning models with demos and code.

py_img_seg_eval icon py_img_seg_eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

pydlt icon pydlt

PyTorch based Deep Learning Toolbox

python icon python

All Algorithms implemented in Python

pytorch-a2c-ppo-acktr icon 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-extension icon pytorch-extension

an example of a CUDA extension for PyTorch which computes the Hadamard product of two tensors

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-rl icon pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

pytorchviz icon pytorchviz

A small package to create visualizations of PyTorch execution graphs

pytudes icon pytudes

Python programs to practice or demonstrate skills.

pyvision icon pyvision

A simple, concise, and Pythonic computer vision toolkit.

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.

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