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53 search results found

100 Days Of Ml Code ⭐ 20,750

100-Days-Of-ML-Code中文版

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Variational Autoencoder ⭐ 1,114

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Variational Autoencoder ⭐ 1,049

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Similarity ⭐ 979

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

Domain Transfer Network ⭐ 861

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

an open-source implementation of sequence-to-sequence based speech processing engine

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Lda2vec Tf ⭐ 407

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

Selflow ⭐ 371

SelFlow: Self-Supervised Learning of Optical Flow

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Gan Sandbox ⭐ 223

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168

Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

Tensorflowprojects ⭐ 164

Deep learning using tensorflow

E3d_lstm ⭐ 158

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

Vae Lstm For Anomaly Detection ⭐ 128

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Weakly Supervised 3d Object Detection ⭐ 85

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

Tensorflow Som ⭐ 66

A multi-gpu implementation of the self-organizing map in TensorFlow

Deep Association Learning ⭐ 60

Code on Paper [BMVC2018]Deep Association Learning for Unsupervised Video Person Re-identification

Simclr In Tensorflow 2 ⭐ 57

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

TensorFlow implementation of Deep Graph Infomax

Unsupervised learning of atomic scale dynamics from molecular dynamics.

Unsupervised Deep Architechtures in R

Dual Cnn Models For Unsupervised Monocular Depth Estimation ⭐ 34

Dual CNN Models for Unsupervised Monocular Depth Estimation

Temporal Ssl ⭐ 33

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

Learning Topology Synthetic Data ⭐ 33

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

UKPGAN: A General Self-Supervised Keypoint Detector (CVPR2022)

Factorized Spatial Embeddings ⭐ 19

Tensorflow implementation of Unsupervised learning of object landmarks by factorized spatial embeddings

Deeplearning Playground ⭐ 14

Deep Learning courses, tutorials and examples with TensorFlow and PyTorch

Deeplearning Tutorials ⭐ 13

This is a deep learning tutorial which is summarized to help someone who want to join to deep learning group

Learningtospotartifacts ⭐ 12

Self-Supervised Feature Learning by Learning to Spot Artifacts. In CVPR, 2018.

Cs294 158 Homeworks ⭐ 12

My homework solutions for UC Berkeley CS294: deep unsupervised learning

Conv Autoencoder ⭐ 10

Unsupervised Image Retrieval with Convolutional Autoencoder in Tensorflow

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Convolutional_neural_networks Car_plate_recognition ⭐ 9

Vehicle registration plate recognition using convolutional neural networks

Machine Learning Notebooks ⭐ 9

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

Regularized Rbm ⭐ 7

A regularized version of RBM for unsupervised feature selection.

Deep Embedded Music ⭐ 7

Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks

Autoencoder Implementations ⭐ 6

This repository contains various Autoencoders implemented using TensorFlow

Unsupervised Domain Adaptation With Bert ⭐ 6

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

Magist Algorithm ⭐ 6

Multi-Agent Generally Intelligent Simultaneous Training Algorithm for Project Zeta

Tensorflow Dtn ⭐ 5

A Tensorflow implementation of Domain Transfer Network.

Simclr Tensorflow ⭐ 5

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

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