A modular active learning framework for Python
- scikit-learn
- machine-learning
- python
- active-learning
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Optax is a gradient processing and optimization library for JAX.
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
- neural-architecture-search
- nas
- automl
- deep-learning
Schedule-Free Optimization in PyTorch
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
FinOps and cloud cost optimization tool. Supports AWS, Azure, GCP, Alibaba Cloud and Kubernetes.
PyPSA: Python for Power System Analysis
- python
- optimisation
- energy-system
- power-systems-analysis
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
- python
- genetic-algorithm
- optimization
- numpy
Python trading framework with AI agents that actually place the trade. Backtest, paper and live trade on 12 brokers: stocks, options, futures, forex, crypto and prediction markets.
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
- pybullet
- crazyflie
- robotics
- reinforcement-learning
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
- artificial-intelligence
- deep-learning
- optimizers
- evolutionary-search
A Python wrapper for the tesseract-ocr API
- optical-character-recognition
- ocr
- tesseract
- python-library
Awesome machine learning for combinatorial optimization papers.
- machine-learning
- combinatorial-optimization
- operations-research
- paper-list
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
- hyperopt
- keras
- hyperparameter-optimization
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
A tool for checking the security hardening options of the Linux kernel
Differentiable convex optimization layers
This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at
- robinhood-api
- robinhood-python
- trading
- quantitative-finance
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
AgentFlow: In-the-Flow Agentic System Optimization
- agentic-ai
- agentic-systems
- llms
- llms-reasoning
EPUB to audiobook converter, optimized for Audiobookshelf, WebUI included
- audiobooks
- audiobookshelf
- epub
- tts
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
- natural-language-processing
- prompt-tuning
- pretrained-language-model
- p-tuning