fg91
Technical Steering Committee @flyteorg. Lead MLOps engineer @ Recogni. Prior: MLOps Lead and ML engineer at Merantix. Ph.D. in theoretical astrophysics
RecogniBerlin, Germany
Pinned Repositories
algorithms_and_data_structures
Training algorithm design and data structures
chaotic_maps
Creates bifurcation diagrams of real discrete one dimensional chaotic maps
Deep-Q-Learning
Tensorflow implementation of Deepminds dqn with double dueling networks
DeViSE-zero-shot-classification
DeViSE model (zero-shot learning) trained on ImageNet and deployed on AWS using Docker
emacs-config
My emacs setup
experiments
learning_cuda
Notes and homework assignments to the course "Intro to Parallel Programming" by Nvidia on Udacity
Neural-Image-Caption-Generation-Tutorial
visualizing-cnn-feature-maps
Visualizing CNN filters using PyTorch
fg91's Repositories
fg91/visualizing-cnn-feature-maps
Visualizing CNN filters using PyTorch
fg91/Deep-Q-Learning
Tensorflow implementation of Deepminds dqn with double dueling networks
fg91/Neural-Image-Caption-Generation-Tutorial
fg91/emacs-config
My emacs setup
fg91/experiments
fg91/algorithms_and_data_structures
Training algorithm design and data structures
fg91/celestial_mechanics
fg91/course-v3
The 3rd edition of course.fast.ai
fg91/deploying_with_docker
fg91/fastai_deep_learning_from_the_foundations
Fastai: Deep Learning from the foundations
fg91/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.
fg91/flyteidl
Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/
fg91/flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
fg91/flyteplugins
Flyte Backend Plugins contributed by the Flyte community.
fg91/flytesnacks
Flyte User-Guides and Tutorials - https://flytecookbook.readthedocs.io
fg91/hydra
Hydra is a framework for elegantly configuring complex applications
fg91/istio
Connect, secure, control, and observe services.
fg91/mlflow
Open source platform for the machine learning lifecycle
fg91/MLOps-Course
fg91/MLOps-Workshop
fg91/OpenMLOps
fg91/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
fg91/seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
fg91/spark-on-k8s-operator
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
fg91/cloudevents-web
Source files for the website
fg91/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fg91/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.
fg91/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
fg91/onnx.github.io
Code of the official webpage of onnx
fg91/tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)