swap_horiz PaddlePaddle Alternatives

1

FastAI

Fast.ai is a revolutionary platform that teaches deep learning using a 'top-down' approach. Instead of starting with the...

User Friendly Open Source Python Practical Project

8.81 Great

2

Keras

Keras offers a high-level Python API for building neural networks from reusable components. Layers, models and training...

Modular User Friendly API Python

8.72 Great

3

NVIDIA TensorRT

TensorRT is a high-performance deep learning inference optimizer developed by NVIDIA. It accelerates the execution of de...

Low Latency Performance Hardware Optimization

8.54 Great

4

ONNX Runtime

ONNX Runtime executes machine learning models and provides a deployment layer that can be used separately from the frame...

Performance Hardware Optimization Deployment

8.40 Great

5

Keras (Standalone API)

Keras, as a high-level API, remains unparalleled for beginners and rapid prototyping. Its clean, sequential model defini...

Modern Beginner Friendly User Friendly Prototyping

8.21 Great

6

DeepSpeed (Microsoft)

DeepSpeed is a highly optimized set of tools, particularly famous for its ZeRO optimization stage, which drastically red...

AI Optimization Microsoft Research

8.03 Great

7

PyTorch Geometric

For data structured as graphs (social networks, molecular structures, knowledge graphs), PyTorch Geometric (PyG) is the...

Research Academic Python Relational Data

7.87 Good

8

Accelerate (Hugging Face)

Accelerate is a powerful, framework-agnostic library from Hugging Face designed specifically for scaling training jobs....

Scalability Cloud Native Research Tensorflow

7.75 Good

9

ONNX

ONNX (Open Neural Network Exchange) isn't a deep learning framework itself, but an open standard for representing machin...

Automation Deployment Cross Platform Interoperability

7.75 Good

10

OpenVINO Toolkit

OpenVINO is an open-source toolkit developed by Intel to optimize and deploy deep learning models across a wide range of...

Performance Optimization Edge Computing Intel

7.63 Good

11

DeepSpeed-MoE

DeepSpeed-MoE builds upon the DeepSpeed framework, specifically optimized for training Mixture-of-Experts (MoE) models....

Efficiency Optimization Microsoft Research

7.47 Good

12

Horovod

Horovod is an open-source distributed deep learning framework designed to scale training across multiple GPUs, machines,...

High Performance Open Source Scalability Scalable

7.39 Good

13

Flax

Flax is a neural network library built on JAX, emphasizing a functional programming paradigm and pure functions. This de...

Scalable Research Python Experimental

7.32 Good

14

TVM

TVM (Apache TVM) is an open-source compiler framework for deep learning systems. It automatically optimizes deep learnin...

Performance Optimization Research Deployment

7.08 Good

15

TVM (Apache TVM)

Apache TVM is an open-source machine learning compiler framework designed for optimizing and deploying models on diverse...

Hardware Optimization Deployment Edge Computing

7.00 Good

16

ZenML

ZenML is an open-source MLOps framework designed to streamline the development, deployment, and management of machine le...

Automation Workflow Python Pipeline

6.82 Fair

17

DeepSpeed-MII

This represents the advanced, highly specialized memory optimization techniques within the DeepSpeed suite, focusing on...

High Performance Advanced Research Commercial

6.43 Fair

18

Deeplearning4j

Deeplearning4j is a deep learning library for Java and the JVM. It's designed for enterprise-grade applications and offe...

Enterprise Scalable Academic Java

6.24 Fair

19

Chainer

Chainer is a deep learning framework known for its dynamic computational graph, similar to PyTorch. This allows for more...

Legacy Research Python Experimental

5.87 Mediocre

20

TinyEngine

TinyEngine is a lightweight deep learning framework designed for deployment on edge devices and embedded systems. Its mi...

Lightweight Performance Edge Computing Python

5.87 Mediocre