offbit

offbit's Stars

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python30.5k3118804.6k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX21.5k2271172.8k

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python13.7k1299491.6k

• keras-team/autokeras

  AutoML library for deep learning

  Language:Python9.1k3028971.4k

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML8.6k300101.4k

• KevinMusgrave/pytorch-metric-learning

  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

  Language:Python5.9k63492654

• DEAP/deap

  Distributed Evolutionary Algorithms in Python

  Language:Python5.6k1915121.1k

• ajbrock/BigGAN-PyTorch

  The author's officially unofficial PyTorch BigGAN implementation.

  Language:Python2.8k5285471

• facebook/Ax

  Adaptive Experimentation Platform

  Language:Python2.3k69691295

• google-parfait/tensorflow-federated

  An open-source framework for machine learning and other computations on decentralized data.

  Language:Python2.3k71417579

• ondyari/FaceForensics

  Github of the FaceForensics dataset

  Language:Python2.3k7381523

• maxpumperla/hyperas

  Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

  Language:Python2.2k63257316

• qubvel/efficientnet

  Implementation of EfficientNet model. Keras and TensorFlow Keras.

  Language:Python2.1k38114473

• tristandeleu/pytorch-meta

  A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

  Language:Python1.9k44141253

• autonomio/talos

  Hyperparameter Experiments with TensorFlow and Keras

  Language:Python1.6k27400270

• ialhashim/DenseDepth

  High Quality Monocular Depth Estimation via Transfer Learning

  Language:Jupyter Notebook1.6k33203357

• maum-ai/voicefilter

  Unofficial PyTorch implementation of Google AI's VoiceFilter system

  Language:Python1k3626226

• mpaepper/llm_agents

  Build agents which are controlled by LLMs

  Language:Python90210260

• nyukat/breast_cancer_classifier

  Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

  Language:Jupyter Notebook8274851260

• JiawangBian/SC-SfMLearner-Release

  Unsupervised Scale-consistent Depth Learning from Video (IJCV2021 & NeurIPS 2019)

  Language:Python7212497149

• MarekKowalski/FaceSwap

  3D face swapping implemented in Python

  Language:Python7173032208

• msight-tech/research-charnet

  CharNet: Convolutional Character Networks

  Language:Python6118648142

• openai/vime

  Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

  Language:Python339185891

• clovaai/assembled-cnn

  Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

  Language:Python32921741

• alexandonian/pretorched-x

  Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.

  Language:Python32614050

• dvgodoy/deepreplay

  Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!

  Language:Jupyter Notebook268121148

• stas00/ipyexperiments

  Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

  Language:Jupyter Notebook1999512

• diode-dataset/diode-devkit

  DIODE Development Toolkit

  Language:Jupyter Notebook755178

• yaohungt/Adaptive-Regularization-Neural-Network

  [NeurIPS'19] [PyTorch] Adaptive Regularization in NN

  Language:Python6714

• karoly-hars/DE_resnet_unet_hyb

  Depth estimation from RGB images using fully convolutional neural networks.

  Language:Python553915