ptrblck

ptrblck's starred repositories

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.029681 304 863

folly

An open-source C++ library developed and used at Facebook.

Language:C++Apache-2.027043 1021 1100

numpy

The fundamental package for scientific computing with Python.

Language:PythonNOASSERTION26298 593 12348

onnx

Open standard for machine learning interoperability

Language:PythonApache-2.016797 437 2687

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Language:PythonApache-2.012984 168 2658

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Language:PythonMIT9244 178 1063

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

Language:PythonNOASSERTION8495 247 166

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Language:PythonBSD-3-Clause8018 99 1151

NYU-DLSP20

NYU Deep Learning Spring 2020

Language:Jupyter NotebookNOASSERTION6619 136 88

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Language:Jupyter NotebookMIT5165 175 155

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Language:C++Apache-2.04906 92 1545

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Language:Jupyter NotebookMIT3368 96 69

XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.

Language:PythonNOASSERTION2853 56 334

nogil

Multithreaded Python without the GIL

Language:PythonNOASSERTION2852 62 118

loss-landscape

Code for visualizing the loss landscape of neural nets

Language:PythonMIT2648 32 40

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Language:Python2351 95 214

python-nubia

A command-line and interactive shell framework.

Language:PythonNOASSERTION1593 44 46

torchstat

Model analyzer in PyTorch

Language:PythonMIT1439 13 44

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Language:PythonMIT1375 39 169

sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

Language:PythonBSD-3-Clause1268 33 70

lightning-thunder

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

Language:PythonApache-2.0987 35 51