Python Optimizers

Open-source Python projects categorized as Optimizers

Top 7 Python Optimizer Projects

  1. nn

    🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  2. Civic Auth

    Simple auth for Python backends. Drop Civic Auth into your Python backend with just a few lines of code. Email login, SSO, and route protection built-in. Minimal config. Works with FastAPI, Flask, or Django.

    Civic Auth logo
  3. lion-pytorch

    🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

  4. opytimizer

    🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

  5. Gradient-Centralization-TensorFlow

    Instantly improve your training performance of TensorFlow models with just 2 lines of code!

  6. ML-Optimizers-JAX

    Toy implementations of some popular ML optimizers using Python/JAX

  7. dnn_from_scratch

    A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

  8. flaxOptimizers

    A collection of optimizers, some arcane others well known, for Flax.

  9. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python Optimizers related posts

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  • ML Optimizers from scratch using JAX

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  • [P] Implementation of MADGRAD optimization algorithm for Tensorflow

    1 project | /r/MachineLearning | 22 Apr 2021

Index

What are some of the best open-source Optimizer projects in Python? This list will help you:

# Project Stars
1 nn 62,847
2 lion-pytorch 2,155
3 opytimizer 622
4 Gradient-Centralization-TensorFlow 106
5 ML-Optimizers-JAX 44
6 dnn_from_scratch 31
7 flaxOptimizers 29

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