De-An Huang's starred repositories

EAGLE

EAGLE: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

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VidChapters

[NeurIPS 2023 D&B] VidChapters-7M: Video Chapters at Scale

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coding-interview-university

A complete computer science study plan to become a software engineer.

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IbPy

Python API for the Interactive Brokers on-line trading system.

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interactive-broker-python-api

A python packaged used to interact with the Interactive Brokers REST API.

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policies_logic_programs

Few-shot Bayesian Imitation Learning with Policies as Logic over Programs

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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residual-policy-learning

Residual policy learning

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Kitchen2D

Learning for task and motion planning in a 2D kitchen.

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pddlstream

PDDLStream: Integrating Symbolic Planners and Blackbox Samplers

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probmods2

probmods 2: electric boogaloo

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DDPAE-video-prediction

Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018

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qstrader

QuantStart.com - QSTrader backtesting simulation engine.

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shapestacks

Tensorflow models and simulation code for 'ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking'

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cog

Code for the COG dataset and network

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pytorch-i-revnet

i-RevNet Pytorch Code

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ntp

End-to-End Differentiable Proving

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RelNN

RelNN is a novel first-order deep neural model for relational learning.

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gae

Implementation of Graph Auto-Encoders in TensorFlow

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LogicalVision2

Symbolic computer vision tool

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structural-sparsity

Structure learning for sparse graphs with latent variables

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flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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CommAI-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

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DrQA

Reading Wikipedia to Answer Open-Domain Questions

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certigrad

Bug-free machine learning on stochastic computation graphs

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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echomesh

An array of noisy, reactive little computers.

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sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

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