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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

fashion-mnist-nn

Classifying fashion article images using Tensorflow.

fast-style-transfer

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

fastai-v3xrayclassifier

Starter app for fastai v3 . A basic x-ray classifier model deployed on Render

ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

ffmpeg

mirror of git://source.ffmpeg.org/ffmpeg.git

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

flask

A microframework based on Werkzeug, Jinja2 and good intentions

gatsby-starter-foundation

got-book-6

LSTM trained on the first five ASOIAF/GOT books

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

gpt-chatbot

Developing Chatbot based on GPT

gpt2-paper-title-generator

Generating ML paper titles with GPT-2 trained on data scraped from arXiv

greenscan.io

Energy Prediction and Management System - all in once place

growth-workshop

t test

handout

Turn Python scripts into handouts with Markdown and figures

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

hiddenlayer

Neural network graphs and training metrics for PyTorch and Tensorflow.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and MXNet.

imagenet-fast

inq-pytorch

A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"

interpret

Fit interpretable models. Explain blackbox machine learning.

introduction-to-autonomous-robots

Introduction to Autonomous Robots

julia

Deep Learning with Julia

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

kmnist

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

lab

A customisable 3D platform for agent-based AI research