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Dave (davenso)

davenso

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Dave's starred repositories

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Language:PythonLicense:Apache-2.0Stargazers:1478Issues:0Issues:0

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Language:Jupyter NotebookLicense:MITStargazers:3801Issues:0Issues:0

CacheLib

Pluggable in-process caching engine to build and scale high performance services

Language:C++License:Apache-2.0Stargazers:1150Issues:0Issues:0

skywater-pdk

Open source process design kit for usage with SkyWater Technology Foundry's 130nm node.

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libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

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tensorflow

Computation using data flow graphs for scalable machine learning

Language:C++License:Apache-2.0Stargazers:65Issues:0Issues:0

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

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HashingDeepLearning

Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"

Language:C++License:MITStargazers:1069Issues:0Issues:0

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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IA-SpGEMM

#1 Bot for TIKTOK ! NO BAN ! UNDETECTED !!!

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nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

Language:PythonLicense:Apache-2.0Stargazers:879Issues:0Issues:0

he-toolkit

The Intel Homomorphic Encryption (HE) toolkit is the primordial vehicle for the continuous distribution of the Intel HE technological innovation to users. The toolkit has been designed with usability in mind and to make it easier for users to evaluate and deploy homomorphic encryption technology on the Intel platforms.

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alphafold

Open source code for AlphaFold.

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mesh-transformer-jax

Model parallel transformers in JAX and Haiku

Language:PythonLicense:Apache-2.0Stargazers:6250Issues:0Issues:0

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

Language:PythonLicense:MITStargazers:621Issues:0Issues:0

inference

Reference implementations of MLPerf™ inference benchmarks

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fedn

FEDn: An enterprise-ready, open federated learning framework. This repository contains the Python framework, CLI and API.

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dapr

Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.

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ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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greykite

A flexible, intuitive and fast forecasting library

Language:PythonLicense:BSD-2-ClauseStargazers:1804Issues:0Issues:0

ner-annotator

GUI useful to manually annotate text for Named Entity Recognition purposes

Language:PythonLicense:MITStargazers:15Issues:0Issues:0

FairMQ

C++ Message Queuing Library and Framework

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openseismic

Open Seismic is an open-source toolbox for conducting inference on seismic data. We use OpenVINO while inference.

Language:PythonLicense:Apache-2.0Stargazers:6Issues:0Issues:0

jiant

jiant is an nlp toolkit

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

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Smart-City-Sample

The smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO™ Toolkit, for traffic or stadium sensing, analytics and management tasks.

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alluxio

Alluxio, data orchestration for analytics and machine learning in the cloud

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openscoring

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

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modin

Modin: Scale your Pandas workflows by changing a single line of code

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