Dakuo Wang's repositories
ChatDev
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
common-voice
Common Voice is part of Mozilla's initiative to help teach machines how real people speak.
facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models
flask-object-detection
Example Frontend and backend separated object detection demo build with Flask, TensorFlow.
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
gpt2-code-summarization
Using GPT2
haystack
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
meerkat
Flexible data structures for complex machine learning datasets.
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
Mini-Conf
Run a conference from your backyard.
mmviz
Created for toolchain: https://console.ng.bluemix.net/devops/toolchains/daa060eb-e00f-430b-b94d-b3a319a485a5?env_id=ibm%3Ayp%3Aus-south
NeuralCodeSum
Official implementation of our ACL 2020 paper on Source Code Summarization.
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
TextClassificationApp
An Example of Building and Deploying A Serverless Text Classification Web App