TensorFlow User Group (TFUG) is a non-profit research community for Data Science, Artificial Intelligence and Machine Learning professionals, academics and practitioners.

TensorFlow is an end-to-end open-source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications. 

TensorFlow User Group (TFUG)

Weight clustering is now part of the #TensorFlow Model Optimization Toolkit!

Weight clustering is a technique to #reduce the storage and transfer size of your model by replacing many unique parameter values with a smaller number of unique values. This benefit applies to all deployments. Additionally, it can even improve #memory #footprint and #inference speed.

Arm and the #TensorFlow team have been collaborating in this space to improve deployment to mobile and IoT devices. We thank Arm for proposing and contributing to the TensorFlow Model Optimization Toolkit!

Find out more about #TFMOT Weight Clustering API: https://lnkd.in/gWKRm-A


#TFUG #TFMOT #optimization #MachineLearning #Deployment

DataRobot is an enterprise-level machine learning platform that uses algorithms to analyze and understand various machine learning models to help with informed decision-making.

DataRobot

Competitor in the open source machine learning platform space.

Atlas ML

A competitor in the open source machine learning platform sector.

Streamlit

Engine ML

Theano is a Python library that allows defining, optimizing, and evaluating mathematical operations.

Theano

PyTorch is a machine learning library for Python that is not a Python binding into a monolithic C++ framework.

PyTorch

OpenCV is a library designed for computational efficiency with a focus on computer vision applications.

OpenCV

TensorFlow is a free and open-source software library for machine learning and artificial intelligence, with a particular focus on training and inference of deep neural networks. It provides an end-to-end platform for building and deploying ML models, offering multiple levels of abstraction for model building, robust ML production capabilities, and powerful experimentation for research.

TensorFlow

news_impact_assignment_basic

key_people

merger_acquisitions

network_dossier

public_peers

news_daily_refresh

news_processing_daily_refresh

news_impact_assignment_daily

news_processing_basic

legal

legal_dossier

bundesanzeiger

events_dossier

partnerships_market_presence_dossier

partnerships_market_presence

company_dossier

network

strategic_challenges

industry_trends

strategic_challenges_dossier

industry_trends_dossier

company_summary

events

network_mapping

transactions_dossier

swot_dossier

signals

financial_statements

crunchbase_trigger

crunchbase_profile

li_profile

financials_download_nd

private_financials

swot_analysis

financial_legal_advisories

company_structure

industry_analysis

financial_analysis

funding_rounds_analysis

regulatory_analysis

competition_analysis

news_impact_assignment_advanced

news_processing_advanced

news_advanced

purchaser_profile

network_onboarding

translate_crunchbase_fundingrounds

peers

customer_profile

news_basic

valuation

news impact assignment basic	general	Mar 7, 2024 11:48 PM	e9018e57
public peers	general
news daily refresh	general
news processing daily refresh	general
news impact assignment daily	general
news processing basic	general	Mar 7, 2024 11:48 PM	e2a046d4
company summary	general
signals	general	Mar 7, 2024 11:48 PM	96371da8
crunchbase trigger	general	Nov 27, 2024 12:50 PM	87861847
crunchbase profile	general	Nov 27, 2024 1:28 PM	e84753cd
li profile	general	Mar 7, 2024 11:48 PM	79c575fa
translate crunchbase fundingrounds	general
peers	general	Mar 7, 2024 11:48 PM	3ed5682d
news basic	general	Mar 7, 2024 11:48 PM	8936dbeb
bundesanzeiger	filings	Mar 7, 2024 11:48 PM	d5880655
financials download nd	financials
private financials	financials

ORG:TENSORFLOW

TensorFlow