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DrCao's Projects

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

ai-- icon ai--

借助世界上最大的单体中文NLP大模型,我们做出了一个可以跟人类玩“剧本杀”的AI……

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

angularqa icon angularqa

AngularQA is a single-model quality assessment tool to evaluate quality of predicted protein structures. It is built on a new representation that converts raw atom information into a series of carbon-alpha (Cα) atoms with side-chain information, defined by their dihedral angles and bond lengths to the prior residue. An LSTM network is used to predict the quality by treating each amino acid as a time-step and consider the final value returned by the LSTM cells.

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

composer icon composer

library of algorithms to speed up neural network training

courses icon courses

This is repo of all Data Responsibly related courses.

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcnnqa icon dcnnqa

Protein model quality assessment using Deep CNN

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

ethicsincs icon ethicsincs

This project is about integrating Ethics in Compute Science education and make the internet healthier

filos icon filos

By July 2022, there are already more than 83 million people who have created unique Bitcoin wallets on Blockchain.com. A staggering 89% of American adults have heard of Bitcoin, but only 24% of Americans said they understand how cryptocurrency works. Millions of tweets and news are generated per day on Web3, but it is not easy for users to digest the vast quantity of information, and many of them are not even free on Web2. There are also thousands of DeFi in different blockchains, it is not easy to understand each of them. Understanding data from Web2 and Web3 has been a big challenge. Few protocols aggregate Web3 data and provide users a unique platform to visualize and analyze its data. Even fewer protocols allow users to manage their portfolios automatically and easily. Filos integrates AI and blockchain to rebuild finance, providing a community-focused decentralized platform. Our platform applies data analysis to Web3, helping users better manage their portfolios. Filos is designed to allow every user to participate and manage their portfolio easily without any tech barrier. To achieve this goal, our team will start from Ergo and Cardano, and ultimately will expand it to multiple chains like ETH, DOT, etc.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

fungeye icon fungeye

Mushroom Identification Neural Network Trained on NFT Incentivised Crowdsourced Data

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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