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Salesforce (@salesforce)

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LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

Jupyter Notebook

CodeGen

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Jupyter Notebook

akita

🚀 State Management Tailored-Made for JS Applications

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

ja3

JA3 is a standard for creating SSL client fingerprints in an easy to produce and shareable way.

CodeT5

Home of CodeT5: Open Code LLMs for Code Understanding and Generation

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

policy_sentry

IAM Least Privilege Policy Generator

cloudsplaining

Cloudsplaining is an AWS IAM Security Assessment tool that identifies violations of least privilege and generates a risk-prioritized report.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

ctrl

Conditional Transformer Language Model for Controllable Generation

lwc

⚡️ LWC - A Blazing Fast, Enterprise-Grade Web Components Foundation

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

sloop

Kubernetes History Visualization

CodeTF

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

ALBEF

Code for ALBEF: a new vision-language pre-training method

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

design-system-react

Salesforce Lightning Design System for React

jarm

tough-cookie

RFC6265 Cookies and CookieJar for Node.js

OmniXAI

OmniXAI: A Library for eXplainable AI

Jupyter Notebook

reactive-grpc

Reactive stubs for gRPC

xgen

Salesforce open-source LLMs with 8k sequence length.

UniControl

Unified Controllable Visual Generation Model

vulnreport

Open-source pentesting management and automation platform by Salesforce Product Security

hassh

HASSH is a network fingerprinting standard which can be used to identify specific Client and Server SSH implementations. The fingerprints can be easily stored, searched and shared in the form of a small MD5 fingerprint.

progen

Official release of the ProGen models

base-components-recipes

A collection of base component recipes for Lightning Web Components on Salesforce Platform

Argus

Time series monitoring and alerting platform.

CodeRL

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).

matchbox

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

DialogStudio

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

cove

warp-drive

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

PyRCA

PyRCA: A Python Machine Learning Library for Root Cause Analysis

observable-membrane

A Javascript Membrane implementation using Proxies to observe mutation on an object graph

DeepTime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

ULIP

MultiHopKG

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Jupyter Notebook

logai

LogAI - An open-source library for log analytics and intelligence

CodeGen2

CodeGen2 models for program synthesis

provis

Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."

causalai

Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data

Jupyter Notebook

jaxformer

Minimal library to train LLMs on TPU in JAX with pjit().

EDICT

Jupyter Notebook

rules_spring

Bazel rule for building Spring Boot apps as a deployable jar

ETSformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

TabularSemanticParsing

Translating natural language questions to a structured query language

Jupyter Notebook

themify

👨‍🎨 CSS Themes Made Easy. A robust, opinionated solution to manage themes in your web application

simpletod

Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"

grpc-java-contrib

Useful extensions for the grpc-java library

GeDi

GeDi: Generative Discriminator Guided Sequence Generation

aws-allowlister

Automatically compile an AWS Service Control Policy that ONLY allows AWS services that are compliant with your preferred compliance frameworks.

generic-sidecar-injector

A generic framework for injecting sidecars and related configuration in Kubernetes using Mutating Webhook Admission Controllers

mirus

Mirus is a cross data-center data replication tool for Apache Kafka

CoST

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

factCC

Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

runway-browser

Interactive visualization framework for Runway models of distributed systems

glad

Global-Locally Self-Attentive Dialogue State Tracker

cloud-guardrails

Rapidly apply hundreds of security controls in Azure

ALPRO

Align and Prompt: Video-and-Language Pre-training with Entity Prompts

densecap

Jupyter Notebook

kafka-junit

This library wraps Kafka's embedded test cluster, allowing you to more easily create and run integration tests using JUnit against a "real" kafka server running within the context of your tests. No need to stand up an external kafka cluster!

booksum

sfdx-lwc-jest

Run Jest against LWC components in SFDX workspace environment

hierarchicalContrastiveLearning

ctrl-sum

Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper

cos-e

Commonsense Explanations Dataset and Code

secure-filters

Anti-XSS Security Filters for EJS and More

metabadger

Prevent SSRF attacks on AWS EC2 via automated upgrades to the more secure Instance Metadata Service v2 (IMDSv2).

dockerfile-image-update

A tool that helps you get security patches for Docker images into production as quickly as possible without breaking things

Converse

refocus

The Go-To Platform for Visualizing Service Health

CoMatch

Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

BOLAA

fsnet

rng-kbqa

near-membrane

JavaScript Near Membrane Library that powers Lightning Locker Service

botsim

BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots

Jupyter Notebook

bazel-eclipse

This repo holds two IDE projects. One is the Eclipse Feature for developing Bazel projects in Eclipse. The Bazel Eclipse Feature supports importing, building, and testing Java projects that are built using the Bazel build system. The other is the Bazel Java Language Server, which is a build integration for IDEs such as VS Code.

MUST

PyTorch code for MUST

bro-sysmon

How to Zeek Sysmon Logs!

Timbermill

A better logging service

AuditNLG

AuditNLG: Auditing Generative AI Language Modeling for Trustworthiness

eslint-plugin-lwc

Official ESLint rules for LWC

best

🏆 Delightful Benchmarking & Performance Testing

craft

CRAFT removes the language barrier to create Kubernetes Operators.

eslint-config-lwc

Opinionated ESLint configurations for LWC projects

online_conformal

Methods for online conformal prediction.

Jupyter Notebook

lobster-pot

Scans every git push to your Github organisations to find unwanted secrets.

ml4ir

Machine Learning for Information Retrieval

Jupyter Notebook

violet-conversations

Sophisticated Conversational Applications/Bots

apex-mockery

Lightweight mocking library in Apex

fast-influence-functions

MoPro

MoPro: Webly Supervised Learning

TaiChi

Open source library for few shot NLP