jroberayalas

Jose Roberto Ayala Solares's starred repositories

llm.c

LLM training in simple, raw C/CUDA

Language:CudaMIT2016400

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Language:Jupyter NotebookMIT3609800

TUPE

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

Language:PythonMIT25000

DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Language:Jupyter NotebookApache-2.093600

Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

221100

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Language:Jupyter NotebookMIT4174800

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Language:Jupyter NotebookMIT2246500

interpretable-ml-book

Book about interpretable machine learning

Language:Jupyter NotebookNOASSERTION470500

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Language:Jupyter NotebookNOASSERTION277700

spotlight

Deep recommender models using PyTorch.

Language:PythonMIT294700

TCN

Sequence modeling benchmarks and temporal convolutional networks

Language:PythonMIT405400

allennlp

An open-source NLP research library, built on PyTorch.

Language:PythonApache-2.01169800

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.012701700

deep-residual-networks

Deep Residual Learning for Image Recognition

MIT635300

fastText

Library for fast text representation and classification.

Language:HTMLMIT2564400

gym-retro-template

One-click setup for OpenAI Gym Retro on FloydHub

Language:Jupyter Notebook900

TensorFlow-cn

简单粗暴 TensorFlow (1.X) | A Concise Handbook of TensorFlow (1.X) | 此版本不再更新，新版见 https://tf.wiki

Language:Python85200

EC-Bestiary

A bestiary of evolutionary, swarm and other metaphor-based algorithms

Language:TeX57500

Lenia

Lenia - Mathematical Life Forms

Language:PythonMIT349100

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Language:Jupyter Notebook373200

machine-learning-open-source

Monthly Series - Machine Learning Top 10 Open Source Projects

97200

greta

simple and scalable statistical modelling in R

Language:RNOASSERTION51800

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

Language:Jupyter NotebookMIT925900

awesome-rl

Reinforcement learning resources curated

868000

Keras-GAN

Keras implementations of Generative Adversarial Networks.

Language:PythonMIT915400

paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

Language:Common LispMIT704000

Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse

The bookdown version lives here: https://bookdown.org/content/3890

Language:HTMLGPL-3.038600

learnr-list

A list containing useful resources related to learnr

1000

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

Language:RGPL-2.0124200

intro-dl-workshop

Code for the Introduction to Deep Learning Workshop - Spring 2018

Language:Jupyter Notebook1100