mlmabie Goto Github PK

acm-ai-workshops

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

big-data-capstone-project

Capstone project for a Hadoop Developer learning path

classifiercomparison

Final project for Cogs 118a (Supervised Machine Learning Algorithms) @ UC San Diego.

cogs-118b_final

Fitness recommendation PCA project. For COGS 118B Unsupervised Machine Learning

cogs-118c

Neural Signal Processing notebooks from Spring 2020.

cogs-182

Reinforcement Learning notebooks, results, and research from WI2021.

deepreinforcementlearning

A Deep Deterministic Policy Gradient implementation from scratch using Tensorflow and Numpy, to solve OpenAI Gym environments with continuous action spaces and large state spaces using Deep Reinforcement Learning.

deepthings_base

A Portable C Library for Distributed CNN Inference on IoT Edge Clusters

defer_base

DEFER: Distributed Edge Inference for Deep Neural Networks

docs

TensorFlow documentation

driving_inspirit

end-to-end-speech-recognition-models

PyTorch implementation of automatic speech recognition models.

esh_dynamics

Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling

hopfield_layer

using hopfield on transformer

hpc-training

HPC User Training with San Diego Supercomputing Center

k_agent_test

attempting an implementation of roland snook's K-Agents

lab1

mlmabie.github.io

Making a GitHub page

pydub

Manipulate audio with a simple and easy high level interface

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quantized_neural_networks

Python code (packaged in Docker container) to run the experiments in "A Greedy Algorithm for Quantizing Neural Networks" by Eric Lybrand and Rayan Saab (2020).

reinforcement_learning

Reinforcement learning tutorials

smith-code

Siamese Multi Hierarchy Transformer for long code examples

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2