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The Top 23 Unsupervised Learning Open Source Projects

Open source projects categorized as Unsupervised Learning
Categories > Machine Learning > Unsupervised Learning
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3most recent commit 6 months agopypi pysad} Downloads
Variational Ladder Autoencoder ⭐ 198
Implementation of VLAE
most recent commit 6 years ago
Lkvolearner ⭐ 197
Learning Depth from Monocular Videos using Direct Methods, CVPR 2018
most recent commit 5 years ago
Spectral Clustering With Graph Neural Networks For Graph Pooling ⭐ 196
Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"
most recent commit 2 years ago
Gap_statistic ⭐ 193
Dynamically get the suggested clusters in the data for unsupervised learning.
dependent packages 1total releases 17most recent commit 9 months agopypi gap-stat} Downloads
Deepmapping ⭐ 191
[CVPR2019 Oral] Self-supervised Point Cloud Map Estimation
most recent commit 10 months ago
Pixelnet ⭐ 188
The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.
most recent commit 7 years ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Novelty Detection ⭐ 183
Latent space autoregression for novelty detection.
most recent commit a year ago
Dragan ⭐ 182
A stable algorithm for GAN training
most recent commit 6 years ago
Crosspoint ⭐ 179
Official implementation of "CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding" (CVPR, 2022)
most recent commit a year ago
Picie ⭐ 178
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
most recent commit 10 months ago
Distancegan ⭐ 174
Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017
most recent commit 5 years ago
Recursive Cascaded Networks ⭐ 172
[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration
most recent commit 4 years ago
Graphwavemachine ⭐ 171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
most recent commit a year ago
Clustering_algorithms_from_scratch ⭐ 170
Implementing Clustering Algorithms from scratch in MATLAB and Python
most recent commit a year ago
Go Tsne ⭐ 169
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go
dependent packages 5total releases 4most recent commit 2 years ago
Hidden Two Stream ⭐ 168
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
most recent commit 6 years ago
Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
most recent commit 9 months ago
Keras_deep_clustering ⭐ 168
How to do Unsupervised Clustering with Keras
most recent commit 6 years ago
Stylisticpoetry ⭐ 167
Codes for Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement (EMNLP 2018)
most recent commit 4 years ago
Tensorflowprojects ⭐ 164
Deep learning using tensorflow
most recent commit 6 years ago
E3d_lstm ⭐ 158
e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
most recent commit 2 years ago
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