Notes

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Subject Notes

File Status Subject
ReLU - -
Regularisation - -
Probability
  • Studying🔮
  • Maths
Dying ReLu - -
Deep Learning
  • Studying🔮
  • CS
Convolutional Networks - -

Research

File Status Type Date
Vision Language Models MoE-LLaVA, MOBILE-AGENT, and more -
  • Video
-
Routers in Vision Mixture of Experts
  • Reading🕵🏽‍♂️
  • Paper
-
Related Works in Active Learning for Ligand Binding Affinity Prediction - - -
PyTorch internals
  • Reading🕵🏽‍♂️
  • Blog
-
Physical Property Understanding from Language-Embedded Feature Fields -
  • Paper
-
Overton
  • Unread ⛔
  • Priority🟢
  • Paper
-
Neural Networks Zero to Hero
  • Reading🕵🏽‍♂️
  • Paper
-
Neural Networks, Manifolds, and Topology
  • Unread ⛔
  • Blog
-
Min-cut optimal recomputation i.e. activation checkpointing with AOTAutograd
  • Unread ⛔
  • Blog
-
MoE-LLaVA
  • Unread ⛔
  • Paper
-
Making Deep Learning Go Brrrr From First Principles
  • Complete ✅
  • Blog
June 18, 2024
LangSplat 3D Language Gaussian Splatting - - -
ImageNet Classification with Deep Convolutional Neural Networks
  • Reading🕵🏽‍♂️
  • Paper
-
Result and Plots - - -
Ilya 30 u 30 - - -
How to Train State-Of-The-Art Models Using TorchVision’s Latest Primitives
  • Unread ⛔
  • Blog
-
Gaussian Process
  • Reading🕵🏽‍♂️
  • Topic
-
Financial Machine Learning and Data Science
  • Unread ⛔
  • Repo
-
From Proteins to Ligands Decoding Deep Learning Methods for Binding Affinity Prediction Complete ✅
  • Paper
-
ESM
  • Reading🕵🏽‍♂️
  • Repo
-
Benchmarking active learning protocols for ligand binding affinity prediction
  • Complete ✅
  • Paper
-
Batch Normalization Accelerating Deep Network Training b y Reducing Internal Covariate Shift
  • Complete ✅
  • Paper
-
Attention is all you need
  • Unread ⛔
  • Paper
-
Active Learning using Gaussian Process and UCB - RQ1
  • Underconstruction🚧
  • Paper
-
A Survival Guide to a PhD
  • Complete ✅
  • Blog
-
A high-bias, low-variance introduction to Machine Learning for physicists -
  • Blog
-

Code

File Status
Workshop - Code details
  • Complete ✅
SAN Code
  • Complete ✅
Neural Network Training Loop
  • Underconstruction🚧
ESMChemBERTAGPALAnimation -
CNN Explainer -

hu-po papers

Discussed by https://www.youtube.com/@hu-po/videos

File Status Type Date
Vision Language Models MoE-LLaVA, MOBILE-AGENT, and more -
  • Video
-
Routers in Vision Mixture of Experts
  • Reading🕵🏽‍♂️
  • Paper
-
MoE-LLaVA
  • Unread ⛔
  • Paper
-