#jupyter_notebook#jax
Flax is a library for creating neural networks with JAX. It offers a flexible way to build and analyze these networks. The new Flax NNX API makes it easier to work with neural networks by using regular Python objects, which helps in creating, debugging, and analyzing models more efficiently. This means users can express their models in a more intuitive way, making it simpler to develop and modify neural networks. Flax also provides many tools and examples to help users get started quickly.
https://github.com/google/flax
#The_Science🇺🇸📕[PDF]⬇️
4 #December2025
#Weekly_Magazines
For learning, for free(dom).
@backupofmagazines
This issue explores a century of quantum mechanics, where breakthroughs in quantum simulators, chemistry modeling, and information hardware illustrate how #QuantumTech and #AI innovation are reshaping modern science. As researchers revisit the Schrödinger equation’s legacy, new discoveries in DNA repair, materials design, and synthetic biology highlight cross-disciplinary shifts fueled by #FutureScience trends. With debates on #SciencePolicy and global collaboration, the issue captures a moment when #ResearchInnovation accelerates faster than ever, redefining both technology and our understanding of reality.
Recent Funding Rounds Overview
🔍Funding Highlights:
- Edera: $15M on Feb 25, 2025. Secure products launch. Learn more
- Zhongjiang Keyi: $13.83M on Feb 24, 2025. Nanjing's new material tech firm. Learn more
- Cholesgen: $13.83M on Feb 24, 2025. Innovating biopharmaceuticals for chronic diseases. Learn more
- Magdrive: $10.50M on Feb 25, 2025. High-power propulsion system for space. Learn more
- Arsenale Bioyards: $10M on Feb 25, 2025. Economical biomanufacturing through precision fermentation. Learn more
- Paradox Immunotherapeutics: $10M on Feb 25, 2025. Focused on rare disease treatments. Learn more
- BitDCA: $7.99M on Feb 24, 2025. New cryptocurrency distribution method. Learn more
- Dametis: $7.33M on Feb 21, 2025. Software for environmental performance challenges. Learn more
- QT Sense: $6.29M on Feb 25, 2025. Quantum sensing tech for biomedical research. Learn more
- Floodbase: $5M on Feb 20, 2025. AI platform for flood risk insurance. Learn more
#Funding#Edera#ZhongjiangKeyi#Cholesgen#Magdrive#ArsenaleBioyards#ParadoxImmunotherapeutics#BitDCA#Dametis#QTSense#Floodbase#Biotech#AI#Crypto#SpaceTech#Pharma#Innovation#EnvironmentalTech#QuantumTech#Biomanufacturing#RiskManagement