Jeffrey Liu's starred repositories

models

Models and examples built with TensorFlow

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the-algorithm

Source code for Twitter's Recommendation Algorithm

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aws-doc-sdk-examples

Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

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shadow

Gradle plugin to create fat/uber JARs, apply file transforms, and relocate packages for applications and libraries. Gradle version of Maven's Shade plugin.

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ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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rlkit

Collection of reinforcement learning algorithms

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grpc-swift

The Swift language implementation of gRPC.

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smplx

SMPL-X

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GPT2

An implementation of training for GPT2, supports TPUs

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ml-neuman

Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)

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R-FCN

R-FCN: Object Detection via Region-based Fully Convolutional Networks

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elephant-bird

Twitter's collection of LZO and Protocol Buffer-related Hadoop, Pig, Hive, and HBase code.

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moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

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ml-on-gcp

Machine Learning on Google Cloud Platform

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kotlin-spark-api

This projects gives Kotlin bindings and several extensions for Apache Spark. We are looking to have this as a part of Apache Spark 3.x

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CS131_release

Released assignments for the Stanford's CS131 course on Computer Vision.

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PUG

This is the repository for the Photorealistic Unreal Graphics (PUG) datasets for representation learning.

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KoreanWordVectors

Subword-level Word Vector Representations for Korean (ACL 2018)

sparksql-protobuf

Read SparkSQL parquet file as RDD[Protobuf]

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kor2vec

Library for Korean morpheme and word vector representation

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ktor-nginx

A boilerplate project that can be easily deployed to AWS.

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ktorjib

Continuous Delivery to Kubernetes with Kotlin, Ktor, Gradle, Jib, Skaffold and Kubernetes (EKS)

draw-svg

Stanford CS248 Assignment 1: Implement a simple SVG renderer

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pluginless_agent_with_graphql

Use LLMs to access any services with a GraphQL schema, without writing plugin logic

grpc-web-bazel-ts-example

A minimal but complete end-to-end example of using Bazel to connect a Node.js gRPC API server, Node.js Express web frontend server, and gRPC from the browser.

shading

Stanford CS248 Assignment 3: Real-time Shading