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University of Texas at Austin
- Austin, Tx
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11:48
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Federated-Learning-in-PyTorch Public
Forked from vaseline555/Federated-Learning-in-PyTorchHandy PyTorch implementation of Federated Learning (for your painless research)
Python MIT License UpdatedNov 8, 2023 -
SNCLR Public
Forked from ChongjianGE/SNCLR[ICLR 2023] Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
Python UpdatedNov 2, 2023 -
lightly Public
Forked from lightly-ai/lightlyA python library for self-supervised learning on images.
Python MIT License UpdatedSep 8, 2023 -
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NLP-CS388-UT Public
Common Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing
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vpu Public
Forked from HC-Feynman/vpuA PyTorch implementation of the Variational approach for PU learning
Python MIT License UpdatedMar 22, 2023 -
Optimization-Mavericks Public
This repository provides a unified framework to perform Optimization experiments across Stochastic, Mini-Batch, Decentralized and Federated Setting.
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BGMD-AISTATS-2022 Public
Geometric median (GM) is a classical method in statistics for achieving a robust estimation of the uncorrupted data; under gross corruption, it achieves the optimal breakdown point of 0.5. However,…
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DeLiCoCo-IEEE-Transactions Public
In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately account…
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Bandits-Online-Learning Public
Simple Implementations of Bandit Algorithms in python
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deepcluster-contrastive Public
Forked from facebookresearch/deepclusterDeep Clustering for Unsupervised Learning of Visual Features
Python Other UpdatedOct 12, 2021 -
Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing com…
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dlrm Public
Forked from facebookresearch/dlrmAn implementation of a deep learning recommendation model (DLRM)
Python MIT License UpdatedJul 26, 2021 -
double-descent Public
We investigate double descent more deeply and try to precisely characterize the phenomenon under different settings. Specifically, we focus on the impact of label noise and regularization on double…
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Learning-with-Audio-Data Public
My Functions to easily create music dataset from raw signals, run learning algorithms and classify genres
MATLAB UpdatedMar 16, 2020 -
Search-Engine-From-Scratch Public
implementation of a search engine. Implements a complete search engine for the ICS domain.It also develops a[web] interface that provides the user with a text box to enter queries and returns relev…
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Cracking-Coding-Interviews Public
Contains Basic Utility Functions and Common DS and Algo Questions
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Software Related to CVPR 2015 Paper on Image Segmentation Using TRW Belief Propagation based Learning
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Expectation-Maximization Public
Package in Matlab for generating Synthatic Data using GMM and EM Clustering on that
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DBMS-From-Scratch Public
Implementation of a DBMS working system ground Up
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CS273A-UCI-Fall-2013 Public
My First Graduate Machine Learning Course- 2013 Fall :)
M UpdatedNov 6, 2014