Pinned Repositories
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
AiGEM_TeamHeidelberg2017
The AiGEM software suite of Team Heidelberg 2017
anlp19
Course repo for Applied Natural Language Processing (Spring 2019)
AnomalyDetectionCVPR2018
biopython
Official git repository for Biopython (converted from CVS)
matplotlib
matplotlib: plotting with Python
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ML_.Net
Machine Learning Algorithms in .Net
Python
All Algorithms implemented in Python
Python-ML
EngineerKhan's Repositories
EngineerKhan/batchnorm21
Code for "Batch Normalization Orthogonalizes Representations in Deep Random Networks"
EngineerKhan/BayesNewton
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
EngineerKhan/cmu-10721-philosophy-machine-intelligence
Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".
EngineerKhan/deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
EngineerKhan/edge-of-stability
EngineerKhan/eigenlearning
codebase for Neural Tangent Kernel Eigenvalues Accurately Predict Generalization
EngineerKhan/elegy
Elegy is a framework-agnostic Trainer interface for the Jax ecosystem.
EngineerKhan/Equi-RC
Equivariant layers for RC-complement symmetry in DNA sequence data
EngineerKhan/equinox
Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.
EngineerKhan/equiv-nn-svm
Codes for NeurIPS 2021 paper "On the Equivalence between Neural Network and Support Vector Machine".
EngineerKhan/first-order-nn-optimization
Convergence analysis of first-order optimization methods
EngineerKhan/gen-viz
Code for the paper "Understanding Generalization through Visualizations"
EngineerKhan/graphs
EngineerKhan/iclr-blog-track.github.io
EngineerKhan/info8004-advanced-machine-learning
Lectures for INFO8004 - Advanced Machine Learning, ULiège
EngineerKhan/info8010-deep-learning
Lectures for INFO8010 - Deep Learning, ULiège
EngineerKhan/JAX-GAN
PyTorch implementations of Generative Adversarial Networks.
EngineerKhan/local_effective_dimension
Effective dimension of machine learning models
EngineerKhan/Net2Vis
Automatic neural network visualizations generated in your browser!
EngineerKhan/NN-SVG
Publication-ready NN-architecture schematics.
EngineerKhan/PlotNeuralNet
Latex code for making neural networks diagrams
EngineerKhan/PowerToys
Windows system utilities to maximize productivity
EngineerKhan/pymanopt
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
EngineerKhan/relu-prime
EngineerKhan/smg
SMG algorithm.
EngineerKhan/taming-thymeleaf-sources
Source code for the 'Taming Thymeleaf' book
EngineerKhan/The_Art_of_Gaussian_Processes
EngineerKhan/unicodeit
Converts LaTeX tags to unicode: \mathcal{H} → ℋ. Available on the web or as Automator script for the Mac.
EngineerKhan/video_features
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.
EngineerKhan/wit
WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.