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70 search results found

Text To Image ⭐ 1,941

Text to image synthesis using thought vectors

Vearch ⭐ 1,839

A distributed vector database for embedding-based vector retrieval

Vector Quantize Pytorch ⭐ 1,627

Vector Quantization, in Pytorch

Bootcamp ⭐ 1,521

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Digit Classifier ⭐ 780

A single handwritten digit classifier, using the MNIST dataset. Pure Numpy.

Pytorch Vqvae ⭐ 679

Vector Quantized VAEs - PyTorch Implementation

Tenseal ⭐ 668

A library for doing homomorphic encryption operations on tensors

Tensor Sensor ⭐ 634

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

Vectorhub ⭐ 546

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

T2F: text to face generation using Deep Learning

Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Img2vec ⭐ 426

🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image

a Deep Learning Framework for Text

Paragraph Vectors ⭐ 375

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Vectorai ⭐ 299

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

🧠 A tool that makes AI easier.

Math_resources ⭐ 249

Relational Rnn Pytorch ⭐ 228

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

Cond_rnn ⭐ 212

Conditional RNNs for Tensorflow / Keras.

Lycoris ⭐ 188

A lightweight and easy-to-use deep learning framework with neural architecture search.

Backprop ⭐ 180

Heterogeneous automatic differentiation ("backpropagation") in Haskell

Nl2sql Rule ⭐ 177

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Deep Portfolio Management Reinforcement Learning ⭐ 118

This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

Selfattentive ⭐ 108

Implementation of A Structured Self-attentive Sentence Embedding

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Practical 2 ⭐ 92

Oxford Deep NLP 2017 course - Practical 2: Text Classification

100 Days Of Nlp ⭐ 83

Deep Nlp ⭐ 53

Natural Language Processing with Deep Learning

Feel The Kern ⭐ 52

Generating proportional fonts with deep learning

Image Retrieval ⭐ 52

Image retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.

Diploshic ⭐ 47

feature-based deep learning for the identification of selective sweeps

Road Segmentation in Satellite Aerial Images

Word2vec Win32 ⭐ 41

A word2vec port for Windows.

The Deep Learning With Keras Workshop ⭐ 40

An Interactive Approach to Understanding Deep Learning with Keras

Autoencode ⭐ 40

AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used to learn similarities.

Word2vec ⭐ 38

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Deep Audio Visualization ⭐ 35

Audio visualization with unsupervised machine learning

Deep Proteomics ⭐ 33

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Lkydeepnn ⭐ 31

Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded

Geometric Vector Perceptron ⭐ 29

Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021

Framework for artificial neural networks

3HAN: A Deep Neural Network for Fake News Detection: https://link.springer.com/chapter/10.1007%2F978-3-

Carnd Vehicle Detection ⭐ 26

Monocular vehicle detection using SVM and Deep Learning classifiers

Gan Error Avoidance ⭐ 26

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

Stock2vec ⭐ 26

Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history

Mathematics For Machine Learning And Data Science Specialization ⭐ 25

Non-credit online course by DeepLearning.AI

Android Malware Detection ⭐ 21

Nearest Celebrity Face ⭐ 20

A python application that uses Deep Learning to find the celebrity whose face matches the closest to yours. The input face is encoded with a pretrained inception model into a vector and then its geometric distance is calculated with the encoded vectors of all the images present in the dataset and the image with the least distance is selected.

Deep Embedded Memory Networks ⭐ 20

https://arxiv.org/abs/1707.00836

Dilation Gate CNN For Machine Reading Comprehension

Timit Preprocessor ⭐ 14

Extract mfcc vectors and phones from TIMIT dataset

Cvdd Pytorch ⭐ 14

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

Kaggle_redefining_cancer_treatment ⭐ 14

Personalized Medicine: Redefining Cancer Treatment with deep learning

Gan Reverser ⭐ 13

Reversing GAN image generation for similarity search and error/artifact fixing

Midi Glove ⭐ 13

Create MIDI note vector embeddings using GloVe (Global Vectors for Word Representation)

Overlapping Cell Nuclei Segmentation Using Dbn ⭐ 11

Code accompanying our ICVGIP 2016 paper

Sentence Based Sentiment Analysis ⭐ 11

Sentence Based Sentiment Analysis

Sar_api_mapping ⭐ 10

[FSE 2019] Learning Cross-Language API Mappings with Little Knowledge

Nim Rmad ⭐ 10

Autograd (backpropagation, reverse-mode auto differentiation) in Nim

DATASETS FOR WHOLE E-ARTH

Twitter Deep Learning ⭐ 10

An NLP model that uses deep learning to analysis tweet sentiment

Deep Skip Thoughts ⭐ 10

A Brutal Torch Implement for Skip-Thought Vectors with Multi-Layer Supported

Deepportfoliomanagement ⭐ 9

An implementation of the paper "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"

A convolutional neural network model for relation extraction.

Denoise_autoencoder ⭐ 8

The implement of layer-wise training denoise autoencoder in pytorch.

Image Captioning ⭐ 7

Image Captioning is the process of generating textual description of an image.It uses both Natural language Processing and Computer Vision to generate the captions.

Intuishop ⭐ 7

Short project completed at Insight Data Science as part of a consulting project with an e-commerce fashion company. Uses neural networks to embed text and images into high-d feature space in order to perform classification, and new-cluster discovery. Also prototypes an idea for recommendations.

Linear Algebra For Deeplearning ⭐ 7

Linear Algebra for Deep Learning

Learning Word Vectors from Project Gutenberg Texts

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

Vector Quantized Autoencoders ⭐ 7

Tensorflow Implementation of "Theory and Experiments on Vector Quantized Autoencoders"

Neuralswift ⭐ 7

The simplest neural network library on Swift

Show_ask_attend_answer ⭐ 6

Unofficial implementation of Show, Ask, Attend, and Answer VQA model in Keras

Deep Learning for Speaker and Interruption Recognition in Company Meetings

Working through CS224n: Natural Language Processing with Deep Learning

Deepdoctor ⭐ 5

Med2Vec and deep learning classification

Face Unlock ⭐ 5

Face Unlock with Deep Learning

Deep Supervised Hashing ⭐ 5

pytorch implementation of Deep Supervised Hashing

Computation Graph framework implemented using only NumPy

Deepvectorpolicyfields ⭐ 5

Codebase for learning Vector Policy Fields using Reinforcement Learning Networks.

COT5615 Math for Intelligent Systems Fall 2019

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