Python Optimizers

Open-source Python projects categorized as Optimizers

Top 6 Python Optimizer Projects

  • lion-pytorch

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

    Project mention: Applying All Recent Innovations To Train a Code Model | dev.to | 2023-08-11

    Various people are trying LiON on their projects, with varying degrees of success. A good starting point to look around is the lion-pytorch on github from Phil Wang aka lucidrains (thank you man!).

  • opytimizer

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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • Gradient-Centralization-TensorFlow

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

  • ML-Optimizers-JAX

    Toy implementations of some popular ML optimizers using Python/JAX

  • dnn_from_scratch

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

  • flaxOptimizers

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

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). The latest post mention was on 2023-08-11.

Python Optimizers related posts

Index

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

Project Stars
1 lion-pytorch 1,889
2 opytimizer 588
3 Gradient-Centralization-TensorFlow 105
4 ML-Optimizers-JAX 40
5 dnn_from_scratch 29
6 flaxOptimizers 28
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