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astor

Python AST read/write

awesome-information-bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

awesome-visual-question-answering

A curated list of Visual Question Answering(VQA)(Image/Video Question Answering),Visual Question Generation ,Visual Dialog ,Visual Commonsense Reasoning and related area.

bert

TensorFlow code and pre-trained models for BERT

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

deep-infomax

Chainer implementation of deep-INFOMAX

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dl-adventures

Ideas implemented related to Deep Learning applied to NLP

emoint

EmoInt provides a high level wrapper to combine various word embeddings and creating ensembles from multiple trained models

ewc.pytorch

An implementation of EWC with PyTorch

flutterexampleapps

[Example APPS] Basic Flutter apps, for flutter devs.

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gradient-checkpointing

Make huge neural nets fit in memory

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

hum_gen_test

humor-generation

keras-gan

Keras implementations of Generative Adversarial Networks.

ki-meme-sarcasm-detection

learn2learn

A PyTorch Library for Meta-learning Research

meme-xplain

explanability

meta-learning-bert

Meta learning with BERT as a learner

micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

mine

Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation

ml_from_scratch

Implementation of basic ML algorithms from scratch in python...

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

mmt-retrieval

my-first-blog

A Blog Web app created using Django

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