Deep Learning
Architectures from CNNs to transformers and state-space models, implemented from scratch, then scaled.
Kathmandu · Nepal · Worldwide
Exploring theFrontierof Machine Learning
A community of researchers, engineers and students pushing deep learning, mathematics and AI research forward, from the heart of the Himalayas.
θ* = argminθ 𝔼x∼p(x)[ L(f(x, θ)) ]0+
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// about us
Machine learning, from first principles
Frontier ML Nepal began as a small reading circle and grew into one of Nepal's most active machine-learning communities. We believe world-class AI research doesn't need a world-famous zip code. It needs curiosity, rigor and people who show up.
We go deep rather than wide. From the mathematics of optimization to the engineering of large-scale training, our sessions are hands-on, paper-driven and unapologetically technical.
Deep LearningMathematicsOptimizationResearchMLOpsNLPComputer Vision
# our operating principle
curiosity✓ loaded
rigor✓ enabled
gatekeeping✕ not found
loss 0.013 · everyone_learns=True
// what we do
Four pillars, one frontier
Mathematics
Linear algebra, probability and information theory, the language behind every model, taught without hand-waving.
Optimization
From SGD to second-order methods and learning-rate alchemy, how models actually learn.
Research
Weekly paper reading, replication studies and original work, aimed at venues, not vanity.
// events
Show up. Level up.
No events scheduled right now. Check back soon.
Follow our Facebook page for announcements and registration links.
// team
The people behind the peaks
A
Ashish
Group Leader
CM
Core Member
Research Lead
CM
Core Member
Workshops & Events
CM
Core Member
Community & Outreach
// join us
Climb with us.
Whether you're writing your first line of PyTorch or your fourth paper, there's a place for you here.
- Weekly paper-reading and study sessions
- Project teams and mentorship
- Workshops, talks and meetups in Kathmandu