tailintalent
Assistant Professor @ Westlake University. Research interests: AI + Science. Previously Stanford CS, MIT, Peking University
Westlake University
Pinned Repositories
GIB
Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
lamp
[ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
le_pde
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
zeroc
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
AI_physicist
AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)
causal
Discovering directional relations via minimum predictive information regularization
concept_library
Library for hierarchical concept composition and reasoning
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
mela
Use meta-learning autoencoder to learn to generate a parametrized class of models, and predict the parameters at the same time
pytorch_net
Efficient construction and manipulation of nets with PyTorch
tailintalent's Repositories
tailintalent/causal
Discovering directional relations via minimum predictive information regularization
tailintalent/mela
Use meta-learning autoencoder to learn to generate a parametrized class of models, and predict the parameters at the same time
tailintalent/DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
tailintalent/polyworld
An Artificial Life system designed as an approach to Artificial Intelligence
tailintalent/Smart_Review_Summarization
An automatic summarization tool for product reviews
tailintalent/Agar.io-bot
The aim of the project is to create a bot that can play Agar.io
tailintalent/AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
tailintalent/c-swm
Contrastive Learning of Structured World Models
tailintalent/cleanlab
🐵 Finding label errors in datasets and learning with noisy labels.
tailintalent/convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
tailintalent/cs231n.github.io
Public facing notes page
tailintalent/darkforestGo
DarkForest, the Facebook Go engine.
tailintalent/distillation
Pareto-optimal data compression for binary classification tasks
tailintalent/estimators
Non-parametric Entropy Estimation Toolbox
tailintalent/Film-Recommender
Designed to recommend people right movies based on their previous ratings
tailintalent/frontend-nanodegree-resume
tailintalent/gym
A toolkit for developing and comparing reinforcement learning algorithms.
tailintalent/hindsight-experience-replay
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
tailintalent/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
tailintalent/keras-rl
Deep Reinforcement Learning for Keras.
tailintalent/keras_npi
NPI(Neural Programmer-Interpreters) implementation with Keras
tailintalent/KernelGrangerCausality
Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity
tailintalent/ML-movies
Movies recommendation system using machine learning
tailintalent/neuraltalk2
Efficient Image Captioning code in Torch, runs on GPU
tailintalent/PredictionCode
some data analysis tests
tailintalent/PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
tailintalent/rankpruning
rankpruning is a python package for binary classification with noisy labels
tailintalent/stream-lib
Stream summarizer and cardinality estimator.
tailintalent/ta-lib
Python wrapper for TA-Lib (http://ta-lib.org/).
tailintalent/universe
Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.