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Back to lyken17/pytorch-opcounter

Projects sharing features with Pytorch OpCounter

30 open-source projects similar to lyken17/pytorch-opcounter, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.

  • tingsongyu/pytorch_tutorialTingsongYu avatar

    TingsongYu/PyTorch_Tutorial

    8,018View on GitHub↗

    This project is a comprehensive collection of educational examples and reference implementations for building vision and language models using PyTorch. It serves as a deep learning tutorial covering the end-to-end process of developing neural networks, from initial architecture definition to final production deployment. The repository provides detailed guides on implementing a wide range of domain-specific models, including convolutional neural networks for object detection and segmentation, as well as transformer and recurrent architectures for natural language processing. It emphasizes gene

    Python
    View on GitHub↗8,018
  • ag14774/diffdistag14774 avatar

    ag14774/diffdist

    62View on GitHub↗
    Python
    View on GitHub↗62
  • kevinmusgrave/pytorch-metric-learningKevinMusgrave avatar

    KevinMusgrave/pytorch-metric-learning

    6,328View on GitHub↗

    PyTorch Metric Learning is an open-source library for training neural networks to produce similarity-preserving embedding spaces. It provides a modular framework where interchangeable loss functions, mining strategies, and evaluation tools can be composed to learn representations that map similar items to nearby points and dissimilar items to distant points in the embedding space. The library distinguishes itself through a highly configurable architecture that separates concerns across several interchangeable components. Users can assemble custom loss functions from pluggable distance metrics

    Pythoncomputer-visioncontrastive-learningdeep-learning
    View on GitHub↗6,328
  • mariogeiger/hessianmariogeiger avatar

    mariogeiger/hessian

    187View on GitHub↗

    hessian in pytorch

    Python
    View on GitHub↗187

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  • tingsongyu/pytorch-tutorial-2ndTingsongYu avatar

    TingsongYu/PyTorch-Tutorial-2nd

    4,555View on GitHub↗

    This project is a comprehensive instructional resource and course for building neural networks using PyTorch. It covers the fundamental building blocks of deep learning, including tensor manipulation, automatic differentiation, and the construction of modular neural network components. The repository serves as a technical guide for several specialized domains. It provides implementation details for computer vision tasks such as image classification, object detection, and semantic segmentation, as well as natural language processing workflows involving transformers, recurrent networks, and gen

    Jupyter Notebookcomputer-visiondeepsortdiffusion-models
    View on GitHub↗4,555
  • nvidia-ai-iot/torch2trtNVIDIA-AI-IOT avatar

    NVIDIA-AI-IOT/torch2trt

    4,877View on GitHub↗

    torch2trt is a tool for transforming PyTorch model modules into optimized TensorRT engines to improve inference performance on NVIDIA GPUs. It functions as a deep learning model optimizer and engine generator that converts neural network layers into high-performance runtime formats for hardware-accelerated graphics processors. The project features a custom layer conversion tool that allows users to define and register Python-based conversion logic to handle specialized operations not supported by default. This extensibility is paired with a registry-based system for mapping specific layer typ

    Pythonclassificationinferencejetson-nano
    View on GitHub↗4,877
  • nvidia/apexNVIDIA avatar

    NVIDIA/apex

    8,972View on GitHub↗

    Apex is a high-performance toolkit for PyTorch designed to coordinate distributed training, execute fused GPU kernels, manage mixed precision, and implement optimized distributed optimizers. It provides specialized tools for scaling model training across multiple GPUs and nodes to increase processing speed and throughput. The library features high-performance implementations of Adam and LAMB optimizers to reduce synchronization overhead and memory bottlenecks. It utilizes fused CUDA kernels to combine neural network operations, reducing memory overhead and increasing execution speed. The too

    Python
    View on GitHub↗8,972
  • sksq96/pytorch-summarysksq96 avatar

    sksq96/pytorch-summary

    4,054View on GitHub↗

    pytorch-summary is a collection of utilities for PyTorch neural networks designed to generate model summaries, calculate memory requirements, and visualize layer-by-layer tensor shapes. It functions as a reporting tool that provides detailed breakdowns of network layers and output shapes to assist with model debugging and inspection. The project provides specialized capabilities for estimating the total memory usage of forward and backward passes based on input dimensions and parameter counts. It generates human-readable visualizations of model structures to verify architectural designs and i

    Pythondeep-learningkeraspytorch
    View on GitHub↗4,054
  • domainadaptation/saladD

    domainadaptation/salad

    0View on GitHub↗
    View on GitHub↗0
  • chiraggude/awesome-laravelchiraggude avatar

    chiraggude/awesome-laravel

    13,072View on GitHub↗

    A curated list of bookmarks, packages, tutorials, videos and other cool resources from the Laravel ecosystem

    awesomelaravelphp
    View on GitHub↗13,072
  • cvxgrp/cvxpylayerscvxgrp avatar

    cvxgrp/cvxpylayers

    2,106View on GitHub↗

    CVXPYlayers is a Python library for constructing differentiable convex optimization layers in PyTorch, JAX, and MLX using CVXPY. A convex optimization layer solves a parametrized convex optimization problem in the forward pass to produce a solution. It computes the derivative of the solution…

    Python
    View on GitHub↗2,106
  • csailvision/gandissectCSAILVision avatar

    CSAILVision/gandissect

    1,766View on GitHub↗

    Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

    Pythondeep-learninggangenerative-adversarial-network
    View on GitHub↗1,766
  • dmmiller612/sparktorchD

    dmmiller612/sparktorch

    0View on GitHub↗
    View on GitHub↗0
  • determined-ai/determineddetermined-ai avatar

    determined-ai/determined

    3,224View on GitHub↗

    Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

    Go
    View on GitHub↗3,224
  • ellisonleao/magictoolsellisonleao avatar

    ellisonleao/magictools

    16,831View on GitHub↗

    :video_game: :pencil: A list of Game Development resources to make magic happen.

    Markdownartawesomeawesome-list
    View on GitHub↗16,831
  • borealisai/advertorchBorealisAI avatar

    BorealisAI/advertorch

    1,364View on GitHub↗

    A Toolbox for Adversarial Robustness Research

    Jupyter Notebookadversarial-attacksadversarial-exampleadversarial-examples
    View on GitHub↗1,364
  • awentzonline/pytorch-cnsA

    awentzonline/pytorch-cns

    0View on GitHub↗
    View on GitHub↗0
  • awwong1/torchprofawwong1 avatar

    awwong1/torchprof

    605View on GitHub↗

    PyTorch layer-by-layer model profiler

    Python
    View on GitHub↗605
  • drobakowski/awesome-erlangdrobakowski avatar

    drobakowski/awesome-erlang

    1,701View on GitHub↗

    A curated list of awesome Erlang libraries, resources and shiny things.

    awesomeawesome-listerlang
    View on GitHub↗1,701
  • awesome-lists/awesome-bashawesome-lists avatar

    awesome-lists/awesome-bash

    9,851View on GitHub↗

    A curated list of delightful Bash scripts and resources.

    Shellawesomeawesome-listbash
    View on GitHub↗9,851
  • basbuller/pysnnB

    BasBuller/PySNN

    0View on GitHub↗
    View on GitHub↗0
  • bayandin/awesome-awesomenessbayandin avatar

    bayandin/awesome-awesomeness

    33,490View on GitHub↗

    This project is a community-driven directory that aggregates and categorizes high-quality technical resources, tools, and learning materials. It functions as a centralized knowledge management repository, designed to help developers navigate the software development landscape by providing structured access to curated lists and external project references. The directory relies on a collaborative, peer-reviewed workflow where external contributors submit and maintain links through a version-controlled system. This community-maintained approach ensures that the information remains current and re

    Ruby
    View on GitHub↗33,490
  • busterc/awesome-cordovabusterc avatar

    busterc/awesome-cordova

    307View on GitHub↗

    :iphone: A curated list of amazingly awesome Cordova libraries, resources and shiny things.

    Rubyawesome-listcordovacordova-libraries
    View on GitHub↗307
  • catalyst-team/catalystcatalyst-team avatar

    catalyst-team/catalyst

    3,376View on GitHub↗

    Accelerated deep learning R&D

    Python
    View on GitHub↗3,376
  • cms-flash/beauty-netC

    cms-flash/beauty-net

    0View on GitHub↗
    View on GitHub↗0
  • composiohq/awesome-claude-skillsComposioHQ avatar

    ComposioHQ/awesome-claude-skills

    64,808View on GitHub↗

    This project serves as a centralized directory and resource hub for extending the functional capabilities of AI agents. It provides a structured collection of tools and integration patterns that enable large language models to interact with external software platforms, facilitating autonomous task execution and data retrieval across a wide range of business applications. The repository distinguishes itself by standardizing communication between AI models and external services through the Model Context Protocol. It utilizes declarative skill manifests and machine-readable tool-calling schemas

    Pythonagent-skillsai-agentsantigravity
    View on GitHub↗64,808
  • danistefanovic/build-your-own-xdanistefanovic avatar

    danistefanovic/build-your-own-x

    516,495View on GitHub↗

    Master programming by recreating your favorite technologies from scratch.

    Markdown
    View on GitHub↗516,495
  • deepcraft/torchcraft-pyD

    deepcraft/torchcraft-py

    0View on GitHub↗
    View on GitHub↗0
  • deephacks/awesome-jvmdeephacks avatar

    deephacks/awesome-jvm

    2,162View on GitHub↗

    A curated list of awesome loosely performance related JVM stuff. Inspired by awesome-python.

    View on GitHub↗2,162
  • asappresearch/flambeA

    asappresearch/flambe

    0View on GitHub↗
    View on GitHub↗0