aakhundov

tf-attend-infer-repeat

TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).

tf-example-models

TensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.

deep-german

Classification of German nouns by genders using different RNN, CNN, and MLP architectures.

tf-rnn-adaptive

Adaptive Computation Time (Graves, 2016, arXiv:1603.08983) wrapper for TensorFlow RNN cells.

sequence-labeling

Accompanying repository of our NLP paper "Sequence Labeling: A Practical Approach" (arXiv: 1808.03926).

c-scheme

Interpeter and compiler for Scheme programming language. Based on a register machine (with garbage collection). Implemented separately in C (done) and C++ (unfinished). Inspired by the "Wizard Book" (SICP).

aakhundov.github.io

Live in-browser demo of "Attend, Infer, Repeat" (Eslami et al., 2016, arXiv:1603.08575).

AITemplate-1

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

c-generics

Examples of type-generic code in pure C (with void *). Inspired by Jerry Cain's "Programming Paradigms" lecture (Stanford CS107, 2008).

c-lispy

Simple lisp dialect interpreter in pure C.

mnist-challenge

MNIST classification challenge held as a part of Machine Learning course at TU Munich.

cutlass

CUDA Templates for Linear Algebra Subroutines

FBGEMM

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

lox

pymdown-extensions

Extensions for Python Markdown

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

sphinx-action

Github action that builds docs using sphinx and places errors inline

triton

Development repository for the Triton language and compiler