G-SimCLRThis is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
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pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
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BetaML.jlBeta Machine Learning Toolkit
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QuantumSpeech-QCNNIEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
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labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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federated-learning-pocProof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.
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acoustic-keyloggerPipeline of a keylogging attack using just an audio signal and unsupervised learning.
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nbodykitAnalysis kit for large-scale structure datasets, the massively parallel way
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DolboNetРусскоязычный чат-бот для Discord на архитектуре Transformer
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flPapersPaper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
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UnitBoxUnitBox: An Advanced Object Detection Network
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torch DCECPytorch Deep Clustering with Convolutional Autoencoders implementation
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Machine-Learning-SpecializationProject work and Assignments for Machine learning specialization course on Coursera by University of washington
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algorithmsThe All ▲lgorithms documentation website.
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datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
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PyAriesFLFederated Learning on HyperLedger Aries
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Tensorflow-YOLACTImplementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
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TrajSuiteTrajSuite is a cross-platform Java application that provides a suite of trajectory data-mining and visualisation features.
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consul-cluster-managerConsul - based cluster manager that can be plugged into Vert.x ecosystem.
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VOSviewer-OnlineVOSviewer Online is a tool for network visualization. It is a web-based version of VOSviewer, a popular tool for constructing and visualizing bibliometric networks.
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Machine-learningThis repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates
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FedNLPFedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
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AnnA Anki neuronal AppendixUsing machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
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muzeroA clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
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postsackVisually cluster your emails by sender, domain, and more to identify waste
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distributed-learning-contributivitySimulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
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face-mask-detection-tf2A face mask detection using ssd with simplified Mobilenet and RFB or Pelee in Tensorflow 2.1. Training on your own dataset. Can be converted to kmodel and run on the edge device of k210
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RAE基于tensorflow搭建的神经网络recursive autuencode,用于实现句子聚类
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topometryA comprehensive dimensional reduction framework to recover the latent topology from high-dimensional data.
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srijan-gsoc-2020Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers
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scarfToolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.
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decentralized-mlFull stack service enabling decentralized machine learning on private data
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GLOM-TensorFlowAn attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
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opensvcThe OpenSVC node agent
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SHARPSHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection
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pyclustertendA python package to assess cluster tendency
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M-NMFAn implementation of "Community Preserving Network Embedding" (AAAI 2017)
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dtw-pythonPython port of R's Comprehensive Dynamic Time Warp algorithms package
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ParallelKMeans.jlParallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
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point-cloud-clustersA catkin workspace in ROS which uses DBSCAN to identify which points in a point cloud belong to the same object.
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ambianic-edgeThe core runtime engine for Ambianic Edge devices.
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LabelPropagationA NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
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autoplaitPython implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.
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tsamA python-based time series aggregation module (tsam) which can be used to reduce the number of time steps using typical periods or by decreasing the temporal resolution
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PyVerticalPrivacy Preserving Vertical Federated Learning
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deep autovimlBuild tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
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