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antibody-in-pytorch

Machine learning models for antibody sequences in PyTorch

awesome-nas

A curated list of neural architecture search (NAS) resources.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

bilevel-optimization-in-coordination-game

code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)

causaltimeseries

crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deepab

Deep learning models and structure realization scripts for the DeepAb antibody structure prediction method.

deeppath_pytorch

dilp-core

Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Journal of Artificial Intelligence Research 61 (2018): 1-64.

dnc

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

dock

dvrl

Deep Variational Reinforcement Learning

fouriergnn

Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"

generalization_grid_games

Games on a 2D grid that require substantial generalization

immunebuilder

Predict the structure of immune receptor proteins

indrnn_pytorch

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

ipps

iprl

lifeplan

lxmertcatt

math_for_ai

Mathematical Materials for AI/Machine Learning/Studies

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

ml_course

EPFL Machine Learning Course, Fall 2019

molvae

multi-task-continual-learning

joint training of slot and intent detection based on Bert model

nas

Neural architecture search(NAS)

neural_prophet

NeuralProphet: A simple forecasting package