wandb/Groundbreaking-Papers

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wandb/Groundbreaking-Papers

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ML Research paper summaries, annotated papers and implementation walkthroughs

GroundBreaking Papers

📚 Machine Learning Papers with summary videos, Annotated PDFs and detailed walkthrough

Groundbreaking-Papers

Repository containing annotated papers, paper summaries and detailed walkthroughs of groundbreaking papers across different domains in Machine Learning.

Computer Vision

Paper Title	Annotated Paper	Summary Video	Colab	Detailed Summary	What should you read after this?
A ConvNet for 2020s	Annotated Summary	WIP To be published	Colab by Ayush Thakur	WIP	ViT, SwinTransformer

openui

OpenUI let's you describe UI using your imagination, then see it rendered live.

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

examples

Example deep learning projects that use wandb's features.

Jupyter Notebook

weave

Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.

edu

Educational materials on deep learning by Weights & Biases

Jupyter Notebook

awesome-dl-projects

This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.

Jupyter Notebook

server

W&B Server is the self hosted version of Weights & Biases

wandbot

wandbot is a technical support bot for Weights & Biases' AI developer tools that can run in Discord, Slack, ChatGPT and Zendesk

Jupyter Notebook

llm-leaderboard

Project of llm evaluation to Japanese tasks

droughtwatch

Weights & Biases benchmark for drought prediction

Jupyter Notebook

gitbook

Documentation synced with GitBook. For all issues with the wandb library, please use https://github.com/wandb/client/issues

programmer

sweeps

W&B Hyperparameter Sweep Engine. File sweeps related issues at the W&B client: https://github.com/wandb/client

witness

Deep learning model for recognizing puzzle patterns in The Witness.

Hemm

A holistic evaluation library for multi-modal generative models using Weave

superres

Project to make a higher resolution version of existing images

layoutlm_sroie_demo

Finetune LayoutLM on SROIE dataset using W&B tools

terraform-aws-wandb

A terraform module for deploying Weights & Biases on AWS.

helm-charts

Our official helm charts for deploying wandb into k8s

terraform-google-dagster

client-ng

Experimental wandb CLI and Python API - See Experimental section below.

launch-jobs

lit_utils

Utilities for working with W&B and PyTorch Lightning in an educational context

catz

A machine learning contest to predict the behavior of catz

llm-workshop-fc2024

Resources for the FC 2024 LLM workshop

Jupyter Notebook

terraform-google-wandb

A Terraform module for deploying Weights & Biases on GCP.

artifacts-examples

W&B Artifacts examples

nb_helpers

A set of tools to work with notebooks

Jupyter Notebook

parallel

Easy & robust parallelism in golang

wandb-js

The W&B SDK for TypeScript, Node, and modern Web Browsers

qualcomm-contest

Jupyter Notebook

wandb-workspaces

Programatically edit the W&B UI

SageMakerStudio

A repo showcasing SMSL and W&B

Jupyter Notebook

assets

Weights & Biases logos, branding, and assets to use and share

react-vis

Fork of github.com/uber/react-vis with bugfixes and extensions

terraform-azurerm-wandb

server-cli

terraform-kubernetes-wandb

weaveflow

Jupyter Notebook

wandbmon

wandb wrapper for production monitoring and evaluation usecases

wandb-uat

User acceptance testing for the Weights & Biases python SDK library.

codesearchnet

awesome-dl-resources

docugen

Reference documentation generator for Weights & Biases

client-java

davis-contest

Materials for the DAVIS Video Segmentation Contest

Jupyter Notebook

sampled-log-example

weave-analysis

Jupyter Notebook

connections

Solving NYTimes Connections puzzle

wandb-content-navigator

LLM-powered RAG slackbot and endpoint to suggest Weights & Biases content

runchain

Example of Run Chaining

hub

Default files and setup scripts for the hub

yea

Yea functional test harness

jetson-webhook

Using WandB Webhooks on Edge Devices

dsviz-demo

Jupyter Notebook

pong

A reinforcement learning contest to master the game of pong

terraform-google-assume-aws-role

auto-release-notes

tiny-ml

TinyML tools for and with WandB

Jupyter Notebook

wandb-testing

Repo to store testing related tools

text-extraction

mixeval-weave

Evaluating LLMs on the MixEval dataset using W&B Weave

libwandb-cpp

mon-sdk-dev

yea-wandb

nexus

gpu_dashboard

extract gpu usage across the teams