Discover salesforce/Timbermill Open Source project

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

8,226

CodeGen

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

4,594

BLIP

🚀 State Management Tailored-Made for JS Applications

3,879

akita

Merlion: A Machine Learning Framework for Time Series Intelligence

3,442

Merlion

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

3,232

ja3

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

2,502

CodeT5

The Natural Language Decathlon: A Multitask Challenge for NLP

2,437

decaNLP

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

2,301

TransmogrifAI

Scala

2,227

policy_sentry

IAM Least Privilege Policy Generator

LSTM and QRNN Language Model Toolkit for PyTorch

1,938

awd-lstm-lm

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

1,900

cloudsplaining

Conditional Transformer Language Model for Controllable Generation

1,865

ctrl

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

1,766

lwc

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

1,537

WikiSQL

HTML

1,520

sloop

Kubernetes History Visualization

1,396

CodeTF

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

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

1,375

ALBEF

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

1,276

pytorch-qrnn

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).

1,255

ai-economist

jarm

design-system-react

Salesforce Lightning Design System for React

RFC6265 Cookies and CookieJar for Node.js

896

tough-cookie

858

reactive-grpc

Reactive stubs for gRPC

OmniXAI: A Library for eXplainable AI

814

OmniXAI

Salesforce open-source LLMs with 8k sequence length.

782

xgen

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

704

vulnreport

HTML

593

UniControl

Unified Controllable Visual Generation Model

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.

577

hassh

Official release of the ProGen models

525

progen

Time series monitoring and alerting platform.

518

Argus

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

501

base-components-recipes

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

496

matchbox

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

488

PCL

cove

CodeRL

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

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

465

DialogStudio

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

431

warp-drive

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

429

observable-membrane

PyRCA: A Python Machine Learning Library for Root Cause Analysis

368

PyRCA

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

367

DeepTime

ULIP

logai

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

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

298

MultiHopKG

CodeGen2 models for program synthesis

290

CodeGen2

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

269

provis

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

269

jaxformer

EDICT

causalai

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

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

223

ETSformer

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

221

themify

Bazel rule for building Spring Boot apps as a deployable jar

216

rules_spring

Starlark

215

simpletod

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

Translating natural language questions to a structured query language

212

TabularSemanticParsing

Useful extensions for the grpc-java library

210

grpc-java-contrib

GeDi: Generative Discriminator Guided Sequence Generation

208

GeDi

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

207

aws-allowlister

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

207

mirus

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

200

generic-sidecar-injector

200

CoST

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

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

196

factCC

Interactive visualization framework for Runway models of distributed systems

192

runway-browser

Global-Locally Self-Attentive Dialogue State Tracker

188

glad

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

186

ALPRO

densecap

cloud-guardrails

Rapidly apply hundreds of security controls in Azure

booksum

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!

Run Jest against LWC components in SFDX workspace environment

166

sfdx-lwc-jest

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

156

ctrl-sum

Commonsense Explanations Dataset and Code

144

cos-e

143

hierarchicalContrastiveLearning

Anti-XSS Security Filters for EJS and More

140

secure-filters

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

138

metabadger

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

129

dockerfile-image-update

Converse

refocus

The Go-To Platform for Visualizing Service Health

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

125

CoMatch

BOLAA

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.

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

108

botsim

JavaScript Near Membrane Library that powers Lightning Locker Service

108

near-membrane

rng-kbqa

MUST

PyTorch code for MUST

fsnet

bro-sysmon

How to Zeek Sysmon Logs!

Zeek

101

best

🏆 Delightful Benchmarking & Performance Testing

Opinionated ESLint configurations for LWC projects

eslint-config-lwc

CRAFT removes the language barrier to create Kubernetes Operators.

craft

AuditNLG

AuditNLG: Auditing Generative AI Language Modeling for Trustworthiness

Methods for online conformal prediction.

online_conformal

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

lobster-pot

violet-conversations

Sophisticated Conversational Applications/Bots

Machine Learning for Information Retrieval

ml4ir

Lightweight mocking library in Apex

apex-mockery

Apex

fast-influence-functions

MoPro: Webly Supervised Learning

MoPro

Open source library for few shot NLP

TaiChi

An Istio starter template for Helm

helm-starter-istio

Shell

100

QAConv

This repository maintains the QAConv dataset, a question-answering dataset on informative conversations including business emails, panel discussions, and work channels.