Bennnun

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

Abnormal_Event_Detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

allennlp

An open-source NLP research library, built on PyTorch.

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

concaveman-cpp

C++ port of mapbox's JS concaveman, with a Python wrapper

course-v3

The 3rd edition of course.fast.ai

Deep_Learning_with_Keras

A collection of notebooks / python scripts with Keras.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

EfficientNet

Converting EfficientNet to Pytorch for use with fastai

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Fall-Detection

Non-invasive Fall Detection with Keras and Tensorflow

fastai

The fast.ai deep learning library, lessons, and tutorials

fastai_docs

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

fastai_scans

Fastai extension to work with 3d medical images

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

kmnist

Repository for Kuzushiji-MNIST, Kuzushiji-49, and Kuzushiji-Kanji

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

MAMEToolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

optuna

A hyperparameter optimization framework

outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

pba

Efficient Learning of Augmentation Policy Schedules

Persistence1D

Persistence1D is a class for finding local extrema and their persistence in one-dimensional data.

Projects

:page_with_curl: A list of practical projects that anyone can solve in any programming language.

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

Random-Erasing

Random Erasing Data Augmentation

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

stylegan

StyleGAN - Official TensorFlow Implementation

Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

WikiJPN