fg91

visualizing-cnn-feature-maps

Visualizing CNN filters using PyTorch

Deep-Q-Learning

Tensorflow implementation of Deepminds dqn with double dueling networks

Neural-Image-Caption-Generation-Tutorial

emacs-config

My emacs setup

experiments

algorithms_and_data_structures

Training algorithm design and data structures

celestial_mechanics

course-v3

The 3rd edition of course.fast.ai

deploying_with_docker

fastai_deep_learning_from_the_foundations

Fastai: Deep Learning from the foundations

flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

flyteidl

Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/

flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

flyteplugins

Flyte Backend Plugins contributed by the Flyte community.

flytesnacks

Flyte User-Guides and Tutorials - https://flytecookbook.readthedocs.io

hydra

Hydra is a framework for elegantly configuring complex applications

istio

Connect, secure, control, and observe services.

mlflow

Open source platform for the machine learning lifecycle

MLOps-Course

MLOps-Workshop

OpenMLOps

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

spark-on-k8s-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

cloudevents-web

Source files for the website

examples

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

flyteadmin

Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.

flytepropeller

FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface

onnx.github.io

Code of the official webpage of onnx

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)