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ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

art-of-hacking

This repository includes resources related to ethical hacking / penetration testing, digital forensics and incident response (DFIR), vulnerability research, exploit development, reverse engineering, and more.

awesome-chatgpt-prompts

This repo includes ChatGPT promt curation to use ChatGPT better.

awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

blog

Public repo for HF blog posts

cgmh

Codes for <CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling>

collection-of-memory-attention-mechanisms

A collection of Tensorflow implementation for different types of attention mechanism in text-related tasks.

collection-of-neural-dialog-models

A collection of Tensorflow implementation for several milestone neural dialogue models.

cyclical_annealing

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

examples

Learn to create a desktop app with Python and Qt

flipda

hierarchical-deep-generative-models

A TensorFlow implementation of "Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory" (published in CIKM2017).

importance-weighted-autoencoder

latent-constrained-dialogue

A TensorFlow implementation of "A Latent-Constrained Variational Neural Dialogue Model for Information-Rich Responses" (published in CIKM2019).

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

neural-dialogue-refactoring

paper-list

This is a curated list of papers in related domains, including disentangled representation learning, neural dialogue generation, neural variational models, variational inference etc.

personal-emotional-stylized-dialog

A Paper List for Personalized, Emotional, and stylized Dialog

pet-1

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

stomotology-demo

This is a demo for diagnosing stomatological diseases in an intelligent question-answering manner.

t-zero

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

techniques-for-kl-vanishing

This repository summarizes techniques for KL divergence vanishing problem.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

zheng-yanan

zheng-yanan.github.io

zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow