All Projects → stanford-cs231n-assignments-2020 → Similar Projects or Alternatives

511 Open source projects that are alternatives of or similar to stanford-cs231n-assignments-2020

DARNN
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Stars: ✭ 90 (+7.14%)
Simplednn
SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
Stars: ✭ 81 (-3.57%)
Attention Mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Stars: ✭ 203 (+141.67%)
datastories-semeval2017-task6
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Stars: ✭ 20 (-76.19%)
Keras Attention
Visualizing RNNs using the attention mechanism
Stars: ✭ 697 (+729.76%)
Linear Attention Recurrent Neural Network
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Stars: ✭ 119 (+41.67%)
Document Classifier Lstm
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Stars: ✭ 136 (+61.9%)
Visual-Attention-Model
Chainer implementation of Deepmind's Visual Attention Model paper
Stars: ✭ 27 (-67.86%)
Image Caption Generator
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Stars: ✭ 126 (+50%)
automatic-personality-prediction
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Stars: ✭ 43 (-48.81%)
Da Rnn
📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)
Stars: ✭ 256 (+204.76%)
CS231n
Solutions to Assignments of CS231n: Convolutional Neural Networks for Visual Recognition(http://cs231n.github.io/)
Stars: ✭ 13 (-84.52%)
Mutual labels:  stanford, cs231n-assignment
Textclassifier
Text classifier for Hierarchical Attention Networks for Document Classification
Stars: ✭ 985 (+1072.62%)
Neural-Chatbot
A Neural Network based Chatbot
Stars: ✭ 68 (-19.05%)
CS231n
CS231n Assignments Solutions - Spring 2020
Stars: ✭ 48 (-42.86%)
Mutual labels:  stanford, cs231n
SequenceToSequence
A seq2seq with attention dialogue/MT model implemented by TensorFlow.
Stars: ✭ 11 (-86.9%)
Mutual labels:  attention-mechanism
CrabNet
Predict materials properties using only the composition information!
Stars: ✭ 57 (-32.14%)
Mutual labels:  attention-mechanism
TRAR-VQA
[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation
Stars: ✭ 49 (-41.67%)
Mutual labels:  vision-and-language
mmn
Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
Stars: ✭ 39 (-53.57%)
Mutual labels:  recurrent-neural-networks
visdial
Visual Dialog: Light-weight Transformer for Many Inputs (ECCV 2020)
Stars: ✭ 27 (-67.86%)
Mutual labels:  attention-mechanism
Name-NationalOrigin-Classifier
Using a recurrent neural network in TensorFlow to predict national origin by last name.
Stars: ✭ 30 (-64.29%)
Mutual labels:  recurrent-neural-networks
pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022
Stars: ✭ 162 (+92.86%)
Mutual labels:  recurrent-neural-networks
sequence labeling tf
Sequence Labeling in Tensorflow
Stars: ✭ 18 (-78.57%)
Mutual labels:  recurrent-neural-networks
Hierarchical-attention-network
My implementation of "Hierarchical Attention Networks for Document Classification" in Keras
Stars: ✭ 26 (-69.05%)
Mutual labels:  attention-mechanism
rnn-text-classification-tf
Tensorflow implementation of Attention-based Bidirectional RNN text classification.
Stars: ✭ 26 (-69.05%)
Mutual labels:  attention-mechanism
TS3000 TheChatBOT
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
Stars: ✭ 20 (-76.19%)
Mutual labels:  attention-mechanism
DCAN
[AAAI 2020] Code release for "Domain Conditioned Adaptation Network" https://arxiv.org/abs/2005.06717
Stars: ✭ 27 (-67.86%)
Mutual labels:  attention-mechanism
wikiHow paper list
A paper list of research conducted based on wikiHow
Stars: ✭ 25 (-70.24%)
Mutual labels:  vision-and-language
SiGAT
source code for signed graph attention networks (ICANN2019) & SDGNN (AAAI2021)
Stars: ✭ 37 (-55.95%)
Mutual labels:  attention-mechanism
resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
Stars: ✭ 19 (-77.38%)
Mutual labels:  attention-mechanism
RETRO-pytorch
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
Stars: ✭ 473 (+463.1%)
Mutual labels:  attention-mechanism
LSTM-Time-Series-Analysis
Using LSTM network for time series forecasting
Stars: ✭ 41 (-51.19%)
Mutual labels:  recurrent-neural-networks
axial-attention
Implementation of Axial attention - attending to multi-dimensional data efficiently
Stars: ✭ 245 (+191.67%)
Mutual labels:  attention-mechanism
bitcoin-prediction
bitcoin prediction algorithms
Stars: ✭ 21 (-75%)
Mutual labels:  recurrent-neural-networks
LinkedIn Scraper
🙋 A Selenium based automated program that scrapes profiles data,stores in CSV,follows them and saves their profile in PDF.
Stars: ✭ 25 (-70.24%)
Mutual labels:  stanford
Compact-Global-Descriptor
Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).
Stars: ✭ 22 (-73.81%)
Mutual labels:  attention-mechanism
Introduction-to-Deep-Learning-and-Neural-Networks-Course
Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io
Stars: ✭ 33 (-60.71%)
Mutual labels:  recurrent-neural-networks
Linear-Attention-Mechanism
Attention mechanism
Stars: ✭ 27 (-67.86%)
Mutual labels:  attention-mechanism
CS-97SI
Solutions to "CS 97SI: Introduction to Competitive Programming Contests" by Stanford University
Stars: ✭ 24 (-71.43%)
Mutual labels:  stanford
Brain-Tumor-Segmentation
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
Stars: ✭ 125 (+48.81%)
Mutual labels:  attention-mechanism
long-short-transformer
Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
Stars: ✭ 103 (+22.62%)
Mutual labels:  attention-mechanism
S2VT-seq2seq-video-captioning-attention
S2VT (seq2seq) video captioning with bahdanau & luong attention implementation in Tensorflow
Stars: ✭ 18 (-78.57%)
Mutual labels:  attention-mechanism
handson-ml
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
Stars: ✭ 285 (+239.29%)
Mutual labels:  recurrent-neural-networks
Attention mechanism-event-extraction
Attention mechanism in CNNs to extract events of interest
Stars: ✭ 17 (-79.76%)
Mutual labels:  attention-mechanism
SAMN
This is our implementation of SAMN: Social Attentional Memory Network
Stars: ✭ 45 (-46.43%)
Mutual labels:  attention-mechanism
vae captioning
Implementation of Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space
Stars: ✭ 58 (-30.95%)
Mutual labels:  captioning-images
LanguageModel-using-Attention
Pytorch implementation of a basic language model using Attention in LSTM network
Stars: ✭ 27 (-67.86%)
Mutual labels:  attention-mechanism
Music-Style-Transfer
Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
Stars: ✭ 16 (-80.95%)
Mutual labels:  recurrent-neural-networks
calvin
CALVIN - A benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks
Stars: ✭ 105 (+25%)
Mutual labels:  vision-and-language
Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
Stars: ✭ 16 (-80.95%)
Mutual labels:  recurrent-neural-networks
Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses
Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow
Stars: ✭ 33 (-60.71%)
Mutual labels:  attention-mechanism
keras-ordered-neurons
Ordered Neurons LSTM
Stars: ✭ 29 (-65.48%)
Mutual labels:  recurrent-neural-networks
En-transformer
Implementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention
Stars: ✭ 131 (+55.95%)
Mutual labels:  attention-mechanism
X-VLM
X-VLM: Multi-Grained Vision Language Pre-Training (ICML 2022)
Stars: ✭ 283 (+236.9%)
Mutual labels:  vision-and-language
Machine-Translation-Hindi-to-english-
Machine translation is the task of converting one language to other. Unlike the traditional phrase-based translation system which consists of many small sub-components that are tuned separately, neural machine translation attempts to build and train a single, large neural network that reads a sentence and outputs a correct translation.
Stars: ✭ 19 (-77.38%)
Mutual labels:  attention-mechanism
CIAN
Implementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus
Stars: ✭ 17 (-79.76%)
Mutual labels:  attention-mechanism
dgcnn
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Stars: ✭ 21 (-75%)
Mutual labels:  attention-mechanism
fin
finance
Stars: ✭ 38 (-54.76%)
Mutual labels:  recurrent-neural-networks
CBP
Official Tensorflow Implementation of the AAAI-2020 paper "Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction"
Stars: ✭ 52 (-38.1%)
Mutual labels:  vision-and-language
h-transformer-1d
Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
Stars: ✭ 121 (+44.05%)
Mutual labels:  attention-mechanism
1-60 of 511 similar projects