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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

95.47% on CIFAR10 with PyTorch

rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

rl-adventure-2

PyTorch0.4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-lang-ground

Tensorflow code for our ICLR 2018 submission

robustvideomatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

s2m2_fewshot

self-supervision-cs221

Repository for course project in CS221 at Stanford

semanticcnn

steadymark

use your python snippets from your README.md as regression tests

td3

temp

tensorflow

Computation using data flow graphs for scalable machine learning

tensorpack

A Neural Net training Interface on TensorFlow, with focus on speed + flexibility

text-classification-in-pytorch-using-lstm

classification of the imdb large movie review dataset

texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

ttur

Two time-scale update rule for training GANs

variational-autoencoder-pytorch

Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset

vision

Datasets, Transforms and Models specific to Computer Vision

waymo_kitti_adapter

A tool converting Waymo dataset format to Kitti dataset format.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite