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blogposts

Code collection for published blog posts

brain-tumor-mri-segmentation-using-mask-rcnn

buggy-lightning-tpu-transformer

Repository created to show LIghtning devs the buggy Transformer TPU code

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

classify-handgesturepose

Network to classify hand gesture poses.

clinicalbert

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

code-repository

complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

compose

Define and run multi-container applications with Docker

computer_vision

C/C++/Python based computer vision models using OpenPose, OpenCV, DLIB, Keras and Tensorflow libraries. Object Detection, Tracking, Face Recognition, Gesture, Emotion and Posture Recognition

conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

counsel-chat

This repository holds the code for working with data from counselchat.com

course-nlp

A Code-First Introduction to NLP course

custom-object-detection-datasets

Creating custom object detection datasets in the formats of COCO and KITTI

data-science-python-dask

Companion Notebooks and Data for Data Science with Python and Dask from Manning Publications

data-science-stack

NVIDIA Data Science stack tools

deep-learning-v2-pytorch

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

deep-neuroevolution

Deep Neuroevolution

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deep-visualization-toolbox

DeepVis Toolbox

deepspeed-test

Testing the DeepSpeed integration in Trainer and Accelerate

denseposedockerizedrestmicroservice

deploymodels-flask-heroku

depthnet

PyTorch DepthNet Training on Still Box dataset

detr

End-to-End Object Detection with Transformers

dialogpt

Large-scale pretraining for dialogue

differential-privacy

Google's differential privacy library.

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)