cilium-cli
Pytorch
cilium-cli | Pytorch | |
---|---|---|
11 | 340 | |
368 | 78,016 | |
2.4% | 1.4% | |
9.8 | 10.0 | |
1 day ago | 5 days ago | |
Go | Python | |
Apache License 2.0 | BSD 1-Clause License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
cilium-cli
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Grant Kubernetes Pods Access to AWS Services Using OpenID Connect
resource "tls_private_key" "this" { algorithm = "ECDSA" ecdsa_curve = "P384" } resource "hcloud_ssh_key" "this" { name = var.stack_name public_key = tls_private_key.this.public_key_openssh } resource "hcloud_server" "this" { name = var.stack_name server_type = "cax11" image = "ubuntu-22.04" location = "nbg1" ssh_keys = [ hcloud_ssh_key.this.id, ] public_net { ipv4 = hcloud_primary_ip.this["ipv4"].id ipv6 = hcloud_primary_ip.this["ipv6"].id } user_data = <<-EOF #cloud-config users: - name: ${var.username} groups: users, admin, adm sudo: ALL=(ALL) NOPASSWD:ALL shell: /bin/bash ssh_authorized_keys: - ${tls_private_key.this.public_key_openssh} packages: - certbot package_update: true package_upgrade: true runcmd: - sed -i -e '/^\(#\|\)PermitRootLogin/s/^.*$/PermitRootLogin no/' /etc/ssh/sshd_config - sed -i -e '/^\(#\|\)PasswordAuthentication/s/^.*$/PasswordAuthentication no/' /etc/ssh/sshd_config - sed -i '$a AllowUsers ${var.username}' /etc/ssh/sshd_config - | curl https://get.k3s.io | \ INSTALL_K3S_VERSION="v1.29.3+k3s1" \ INSTALL_K3S_EXEC="--disable traefik --kube-apiserver-arg=service-account-jwks-uri=https://${cloudflare_record.this.name}/openid/v1/jwks --kube-apiserver-arg=service-account-issuer=https://${cloudflare_record.this.name} --disable-network-policy --flannel-backend none --write-kubeconfig /home/${var.username}/.kube/config --secrets-encryption" \ sh - - chown -R ${var.username}:${var.username} /home/${var.username}/.kube/ - | CILIUM_CLI_VERSION=v0.16.4 CLI_ARCH=arm64 curl -L --fail --remote-name-all https://github.com/cilium/cilium-cli/releases/download/$CILIUM_CLI_VERSION/cilium-linux-$CLI_ARCH.tar.gz{,.sha256sum} sha256sum --check cilium-linux-$CLI_ARCH.tar.gz.sha256sum sudo tar xzvfC cilium-linux-$CLI_ARCH.tar.gz /usr/local/bin - kubectl completion bash | tee /etc/bash_completion.d/kubectl - k3s completion bash | tee /etc/bash_completion.d/k3s - | cat << 'EOF2' >> /home/${var.username}/.bashrc alias k=kubectl complete -F __start_kubectl k EOF2 - reboot EOF }
- Install RKE2 with Cilium and Metallb
- External service LB with k8s cluster
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libvirt-k8s-provisioner - Ansible and terraform to build a cluster from scratch in less than 10 minutes ok KVM - Updated for 1.25
network plugin to be used, based on the documentation. (Project Calico ,Flannel, Cilium )
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7 Kubernetes Companies to Watch in 2022
Isovalent makes an enterprise version of Cilium, an open source tool that uses eBPF to provide security and observability for cloud native environments. Liz gave a great talk at KubeCon Los Angeles about eBPF that I highly recommend. My reaction to her talk was that I wished I had Cilium years ago to troubleshoot some difficult incidents. When I first heard about eBPF I had thought of it more from the observability standpoint, but Cilium also provides a CNI plugin, transparent encryption, logs for security audits, and much more.
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Pixie: an X-ray Machine for Kubernetes Traffic
Pixie is one of a handful of observability tools that offer eBPF or kernel-level observability. Other well-known tools are Cilium and CVF.
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Redundancy for apps
A lot of projects are currently heavily focused on K8S (like Cilium - ebpf service mesh).
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Managing Distributed Applications in Kubernetes Using Cilium and Istio with Helm and Operator for Deployment
Using a container network interface (Cilium) and service mesh (Istio) on top of your K8s infrastructure to more easily manage your distributed applications.
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Ask HN: Who is hiring? (March 2022)
Isovalent | Multiple roles | Mountain View (US), Zürich (CH), or Remote
We're the company behind the open source Cilium project (https://cilium.io) (11K stars on GitHub) providing eBPF-based networking, observability, and security for container workloads and clusters.
We have an amazing and in-demand product using revolutionary technology and are looking for top talent to help us build and explore all of its possibilities.
We're remote-first, mainly in the EU and US timezones.
If you're interested please apply through our careers site https://isovalent.com/careers and mention Hacker News in your application.
Keywords for searchers: open source, Go/Golang, eBPF, C, C++, Kubernetes, networking, OpenShift, Linux kernel, performance, CI, SRE, technical writing, marketing, community advocate
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libvirt-k8s-provisioner - Ansible and terraform to build a cluster from scratch in less than 10 minutes ok KVM
network plugin to be used, based on the documentation. (Project Calico ,Flannel, Cilium )
Pytorch
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Clasificador de imágenes con una red neuronal convolucional (CNN)
PyTorch (https://pytorch.org/)
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AI enthusiasm #9 - A multilingual chatbot📣🈸
torch is a package to manage tensors and dynamic neural networks in python (GitHub)
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Einsum in 40 Lines of Python
PyTorch also has some support for them, but it's quite incomplete and has many issues so that it is basically unusable. And its future development is also unclear. https://github.com/pytorch/pytorch/issues/60832
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Library for Machine learning and quantum computing
TensorFlow
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My Favorite DevTools to Build AI/ML Applications!
TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more intuitive coding of complex AI models. Both frameworks support a wide range of AI models, from simple linear regression to complex deep neural networks.
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penzai: JAX research toolkit for building, editing, and visualizing neural nets
> does PyTorch have a similar concept
of course https://github.com/pytorch/pytorch/blob/main/torch/utils/_py...
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Tinygrad: Hacked 4090 driver to enable P2P
fyi should work on most 40xx[1]
[1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...
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The Elements of Differentiable Programming
Sure, right here: https://github.com/pytorch/pytorch/blob/main/torch/autograd/...
Here's the documentation: https://pytorch.org/tutorials/intermediate/forward_ad_usage....
> When an input, which we call “primal”, is associated with a “direction” tensor, which we call “tangent”, the resultant new tensor object is called a “dual tensor” for its connection to dual numbers[0].
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Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch
*My post explains Dot, Matrix and Element-wise multiplication in PyTorch.
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Dot vs Matrix vs Element-wise multiplication in PyTorch
In PyTorch with @, dot() or matmul():
What are some alternatives?
ingress-nginx - Ingress-NGINX Controller for Kubernetes
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
metallb - A network load-balancer implementation for Kubernetes using standard routing protocols
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
Netmaker - Netmaker makes networks with WireGuard. Netmaker automates fast, secure, and distributed virtual networks.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
istio - Connect, secure, control, and observe services.
flax - Flax is a neural network library for JAX that is designed for flexibility.
Gravitational Teleport - The easiest, and most secure way to access and protect all of your infrastructure.
tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]
operator-sdk - SDK for building Kubernetes applications. Provides high level APIs, useful abstractions, and project scaffolding.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more