Jingqing Zhang

knowledge-work-plugins. Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

PaddleOCR. Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

pydicom. Read, modify and write DICOM files with python code

healthcare-agent-orchestrator. Facilitates creating modular specialized agents that coordinate across diverse data types and tools like M365 and Teams to assist multi-disciplinary healthcare workflows—such as cancer care.

LLaVA-Med. Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

vllm. A high-throughput and memory-efficient inference and serving engine for LLMs

A2A. Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

dify. Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

docling. Get your documents ready for gen AI

helm. Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models (CRFM) at Stanford for holistic, reproducible and transparent evaluation of foundation models, including large language models (LLMs) and multimodal models.

NeMo-Agent-Toolkit. The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

FHIR-Converter. Conversion utility to translate legacy data formats into FHIR

seismometer. AI model evaluation with a focus on healthcare

meditron. Meditron is a suite of open-source medical Large Language Models (LLMs).

promptflow. Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

gpt-crawler. Crawl a site to generate knowledge files to create your own custom GPT from a URL

generative-ai-for-beginners. 21 Lessons, Get Started Building with Generative AI

swagger-ui. Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.

Speech. A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

iBKH. iBKH: The integrative Biomedical Knowledge Hub

connect. The swiss army knife of healthcare integration.

azure-health-AI-services-samples. This repository contains different samples applications and sample code to help you get started with the different Health-AI services. Based on these you will learn how to use our products, and accelerate your implementations.

Baichuan-13B. A 13B large language model developed by Baichuan Intelligent Technology

Baichuan-7B. A large-scale 7B pretraining language model developed by BaiChuan-Inc.

neovim. Vim-fork focused on extensibility and usability

td-vimrc. Thomas' vimrc enhanced for pythoners

llm-foundry. LLM training code for Databricks foundation models

LMFlow. An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

ColossalAI. Making large AI models cheaper, faster and more accessible

llama. Inference code for Llama models

Prompt-Engineering-Guide. 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

azure-orphan-resources. Centralize orphan resources in Azure environments

flower. Flower: A Friendly Federated AI Framework

chaosmonkey. Chaos Monkey is a resiliency tool that helps applications tolerate random instance failures.

PClean. A domain-specific probabilistic programming language for scalable Bayesian data cleaning

scrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.

responsible-ai-toolbox. Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

nlpaug. Data augmentation for NLP

fibo. The Financial Industry Business Ontology (FIBO) defines the sets of things that are of interest in financial business applications and the ways that those things can relate to one another. In this way, FIBO can give meaning to any data (e.g., spreadsheets, relational databases, XML documents) that describe the business of finance.

awesome-mlops. :sunglasses: A curated list of awesome MLOps tools

umap. Uniform Manifold Approximation and Projection

mlflow. The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

semgrep. Lightweight static analysis for many languages. Find bug variants with patterns that look like source code.

ray. Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dvc. 🦉 Data Versioning and ML Experiments

modin. Modin: Scale your Pandas workflows by changing a single line of code

ms2. Python

deepmind-research. This repository contains implementations and illustrative code to accompany DeepMind publications

mesh-transformer-jax. Model parallel transformers in JAX and Haiku

auto-sklearn. Automated Machine Learning with scikit-learn

tesseract. Tesseract Open Source OCR Engine (main repository)

dask. Parallel computing with task scheduling

gpt-neo. An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

shap. A game theoretic approach to explain the output of any machine learning model.

openai-python. The official Python library for the OpenAI API

CommonDataModel. Definition and DDLs for the OMOP Common Data Model (CDM)

pyarmor. A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

onelinerizer. Shamelessly convert any Python 2 script into a terrible single line of code

human-phenotype-ontology. Ontology for the description of human clinical features

medal. Large medical text dataset curated for abbreviation disambiguation, designed for natural language understanding pre-training in the medical domain

covid-chestxray-dataset. We are building an open database of COVID-19 cases with chest X-ray or CT images.

gpt-3. GPT-3: Language Models are Few-Shot Learners

ACTdb. Annotated Clinical Texts from MIMIC

SyferText. A privacy preserving NLP framework

thymedata. This is a repository for annotation data for the THYME Project, a clinical natural language processing project dedicated to extracting useful temporal relations from the clinical narrative.

phenotyping. This repository contains data and code for the paper"Comparing deep learning and concept extraction based methods for patient phenotyping".

AttentionExplanation. Jupyter Notebook

doccano. Open source annotation tool for machine learning practitioners.

tqdm. :zap: A Fast, Extensible Progress Bar for Python and CLI

negex. Automatically exported from code.google.com/p/negex

examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pegasus. Python

google-research. Google Research

tips_for_interview. 我的一些面试心得；自学CS历程分享；找工作求职经验分享

trax. Trax — Deep Learning with Clear Code and Speed

poincare-embeddings. PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

NLPzoo. A collection of the most popular Natural Language Processing algorithms, frameworks and applications (inspired by RLzoo).

AmsterdamUMCdb. AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916

phenopacket-schema. Repository for the GA4GH phenopacket schema

wenyan. 文言文編程語言 A programming language for the ancient Chinese.

PLMpapers. Must-read Papers on pre-trained language models.

BullshitGenerator. Needs to generate some texts to test if my GUI rendering codes good or not. so I made this.

CogStack-Pipeline. Distributed, fault tolerant batch processing for Natural Language Applications and Search, using remote partitioning

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

fhir. FHIR Protocol Buffers

d2l-zh. 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

d2l-en. Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

research_tao. NLP研究入门之道

ml_paper_club. A repository of papers that have been presented at nPlan's machine learning paper club

biograkn. BioGrakn Knowledge Graph

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

NeuralCR. Python

terminal. The new Windows Terminal and the original Windows console host, all in the same place!

pgmpy. Python Toolkit for Causal and Probabilistic Reasoning

text. Making text a first-class citizen in TensorFlow.

seq2seq-chatbot. Chatbot in 200 lines of code using TensorLayer

ai-deadlines. :alarm_clock: AI conference deadline countdowns

dragon. A Computation Graph Virtual Machine based ML Framework

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

mimic-code. MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

stanza. Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

NLP-progress. Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

vaderSentiment. VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

nltk. NLTK Source

generating-reviews-discovering-sentiment. Code for "Learning to Generate Reviews and Discovering Sentiment"

allennlp. An open-source NLP research library, built on PyTorch.

medical-question-answer-data. Medical question and answer dataset gathered from the web.

ReadingGroup. ImperialNLP Reading Group

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

trfl. TensorFlow Reinforcement Learning

bert. TensorFlow code and pre-trained models for BERT

EffectiveTensorflow. TensorFlow tutorials and best practices.

DALI. A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

horovod. Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

tensorlayer2-design. Python

HyperPose. Library for Fast and Flexible Human Pose Estimation

Rocket.Chat. The Secure CommsOS™ for mission-critical operations

lectures. Oxford Deep NLP 2017 course

conference_call_for_paper. 2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

Solutions-ECL-Training. ECL

awesome-text-summarization. A curated list of resources dedicated to text summarization

wiki-reading. This repository contains the three WikiReading datasets as used and described in WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia, Hewlett, et al, ACL 2016 (the English WikiReading dataset) and Byte-level Machine Reading across Morphologically Varied Languages, Kenter et al, AAAI-18 (the Turkish and Russian datasets).

GloVe. Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

tensorlayer-tricks. How to use TensorLayer

Crepe. Character-level Convolutional Networks for Text Classification

nlp_tasks. Natural Language Processing Tasks and References

typedb. TypeDB: Built for systems, not records

mit-deep-learning-book-pdf. MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Annotated-Semantic-Relationships-Datasets. A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

conv_arithmetic. A technical report on convolution arithmetic in the context of deep learning

gym. A toolkit for developing and comparing reinforcement learning algorithms.

awesome-public-datasets. A topic-centric list of HQ open datasets.

nlp-datasets. Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

EasyPR-python. EasyPR-python

openalpr. Automatic License Plate Recognition library

SRGAN. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

silentarmy. Zcash miner optimized for AMD & Nvidia GPUs

AirSim. Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

darwin-xnu. Legacy mirror of Darwin Kernel. Replaced by https://github.com/apple-oss-distributions/xnu

relational-networks. Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

fold. Deep learning with dynamic computation graphs in TensorFlow

academicpages.github.io. Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.

facets. Visualizations for machine learning datasets

stock_market_reinforcement_learning. This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

YouCompleteMe. A code-completion engine for Vim

ganhacks. starter from "How to Train a GAN?" at NIPS2016

statsmodels. Statsmodels: statistical modeling and econometrics in Python

AdversarialNetsPapers. Awesome paper list with code about generative adversarial nets

iGAN. Interactive Image Generation via Generative Adversarial Networks

tmux-resurrect. Persists tmux environment across system restarts.

blaze. Blaze runtime system that support efficient accelerator integration for big data.

deep-visualization-toolbox. DeepVis Toolbox

VQA. Python

nmn2. Neural module networks

TensorLayer. Deep Learning and Reinforcement Learning Library for Scientists and Engineers

flask. The Python micro framework for building web applications.

thuthesis. LaTeX Thesis Template for Tsinghua University

websocketpp. C++ websocket client/server library

tensorflow. An Open Source Machine Learning Framework for Everyone

HPCC-Platform. HPCC Systems (High Performance Computing Cluster) is an open source, massive parallel-processing computing platform for big data processing and analytics.

jaspervdj. Source code of my personal home page.

my-personal-kanban. This is a one page HTML/JavaScript application for people who would like to use simple and basic Kanban board for their personal stuff

The-Personal-Page. This simple one-page website is a way for people to have a very quick and easy personable website that aggregates your activity and positions a simple logo, a portrait and some description text in a nicely-formatted manner. This is licensed under the MIT and GPL licenses.

vndn. V-NDN: an implementation of NDN for vehicular networks

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

cropper. ⚠️ [Deprecated] No longer maintained, please use https://github.com/fengyuanchen/jquery-cropper

Semantic-UI. Semantic is a UI component framework based around useful principles from natural language.

sass. Sass makes CSS fun!

jQCloud. jQuery plugin for drawing neat word clouds that actually look like clouds

spark. A simple expressive web framework for java. Spark has a kotlin DSL https://github.com/perwendel/spark-kotlin

d3. Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

reveal.js. The HTML Presentation Framework

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

shadowsocks-iOS. Removed according to regulations.

deeplearning4j. Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

snownlp. Python library for processing Chinese text

thefuck. Magnificent app which corrects your previous console command.