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active-bayesian-coresets

autograd

Efficiently computes derivatives of numpy code.

bayesian-coresets

Automated Scalable Bayesian Inference

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bleualign

Machine-Translation-based sentence alignment tool for parallel text

blog

Public repo for HF blog posts

c-practice

Software Tools and Systems Programming Personal Practice

captum

Model interpretability and understanding for PyTorch

causalskilllearning

Codebase for project about unsupervised skill learning via variational inference and causality.

ceal

Pytorch implementation of Cost-Effective Active Learning for Deep Image Classification paper

clevr_robot_env

CLEVR-Robot: a reinforcement learning environment combining vision, language and control.

clip

Contrastive Language-Image Pretraining

computervision

This repo contains some image classification, object detection practices

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

creme

:loop: Online machine learning in Python

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-active-learning

Deep Active Learning

deep-reinforcement-learning-algorithms

31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

dueling-dqn-pytorch

very easy implementation of dueling DQN in pytorch

dynamic-tensorflow-tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

excon

ExCon: Explanation-driven Supervised Contrastive Learning

fastfm

fastFM: A Library for Factorization Machines

flax

Flax is a neural network ecosystem for JAX that is designed for flexibility.

fnlp

中文自然语言处理工具包 Toolkit for Chinese natural language processing

funprog

C# for fun

generalized_advantage_estimation

Course Presentation for STA4273 2021 Winter, University of Toronto