abs711 Goto Github PK

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

data-analysis

Exploration of computational methods for data analysis

diffusion-based-segmentation

This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".

end2end-text-summarization

gen_ml

high-performance-scientific-computing

Optimization of various matrix operations for different hardware- 1) Hierarchical memory (registers, cache, virtual memory), 2) Instruction level parallelism, 3) Multicore processors, 4) Shared memory parallelism, 5) GPU (CUDA), 6) Distributed memory parallelism (MPI). Code developed as a part of amath 583 course at University of Washington.

makemore

An autoregressive character-level language model for making more things

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-from-scratch

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

optimizing-representations-for-gait-generation

Using encoder-decoder neural networks to learn representations of personal walking style, and generating person-specific gait for desired activities.

pyspark_stuff

sql_commands

Some sql exercises

stocksanalysis

the-way-of-the-future

A dataset of egocentric vision, eye-tracking and full body kinematics from human locomotion in out-of-the-lab environments. Also, different use cases of the dataset along with example code.

visual-control

Deep Learning models to fuse imu-based motion capture and first-person video data to improve the prediction of future knee and ankle joint kinematics, in complex real-world environments.