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Top 15 Python Optimizer Projects
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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.
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AdamP
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
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Sophia
Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs. (by kyegomez)
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DemonRangerOptimizer
Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: The Future of MySQL is PostgreSQL: an extension for the MySQL wire protocol | news.ycombinator.com | 2024-04-26This is probably referring to "zero changes to your driver code" and not "zero changes to the SQL you send over this driver".
Translating between SQL dialects is notoriously hard and attempts to translate [1] are working in 95% of cases. But the last 5% would require 5x amount of work. That's because "SQL dialect" also includes weird edge cases of type inference of things like COALESCE(5, FALSE) and emulation of system catalogs (pg_catalog, information_schema).
[1] https://github.com/tobymao/sqlglot
Project mention: cvxportfolio: NEW Portfolio Selection and Optimisation - star count:690.0 | /r/algoprojects | 2023-12-10
Project mention: Is it possible to save multiple files as optimized SVGs at once? | /r/Inkscape | 2023-06-11You could install the optimizer Inkscape uses internally and process your files with a super simple shell script. When reading the inkscape command line help, it does not seem to offer any option to export optimized SVGs from there
Project mention: [D] Potential scammer on github stealing work of other ML researchers? | /r/MachineLearning | 2023-08-17
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).
Python Optimizer related posts
- The Future of MySQL is PostgreSQL: an extension for the MySQL wire protocol
- Daily Questions Megathread (June 13, 2023)
- [D]: Implementation: Deconvolutional Paragraph Representation Learning
- Convert pdf to optimized SVG from command line [Help]
- say goodbye to the “which piece is better/which build is better” posts
- Batch convert svg icons into a symbol set?
- Open Source Favicon Generation & Optimisation in 2022
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A note from our sponsor - WorkOS
workos.com | 28 Apr 2024
Index
What are some of the best open-source Optimizer projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | sqlglot | 5,511 |
| 2 | pytorch-optimizer | 2,946 |
| 3 | RAdam | 2,520 |
| 4 | sam | 1,572 |
| 5 | cvxportfolio | 791 |
| 6 | scour | 738 |
| 7 | Adan | 726 |
| 8 | torchopt | 496 |
| 9 | AdamP | 409 |
| 10 | Sophia | 361 |
| 11 | draftfast | 276 |
| 12 | Adan-pytorch | 240 |
| 13 | simple-sam | 40 |
| 14 | southpaw | 33 |
| 15 | DemonRangerOptimizer | 23 |
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