guilherme-pombo Goto Github PK

3dpixelcnn

code for Bayesian 3DPixelCN

bayesian-deep-learning

bayesian-flow-networks

This is the official code release for Bayesian Flow Networks.

cheatsheet-translation

Translation of VIP cheatsheets https://stanford.edu/~shervine/teaching/cs-229.html

countersynth

Code for Equitable modelling of brain imaging by counterfactual augmentation with 3D deep generative models

deep-neuroevolution

Deep Neuroevolution

dlvm-core

Compiler Infrastructure for Deep Learning Systems - Core Infrastructure

faiss

A library for efficient similarity search and clustering of dense vectors.

fasttext

Library for fast text representation and classification.

flintrock

A command-line tool for launching Apache Spark clusters.

geoword2vec

Using twitter text and location data, build a word2vec model that can be queried for location specific words.

go_perceptron

Messing about with Go, attempt at making a super fast (multi-threaded) linear perceptron that works for high dimensional spaces

horovod

Distributed training framework for TensorFlow.

javarnn

This is an implementation of a single layer generative RNN in Java (runs on CUDA)

kaggle_fisheries_monitoring

Code for kaggle competition on detecting and classifying species of fish https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring. Currently using Keras CNN for the task

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras_3d

keras_resnext_fpn

Feature Pyramid Network with ResNext implemented in Keras

logs-web

mnist_cnn

Convolutional Neural Nets for NMIST dataset

nccl

Optimized primitives for collective multi-GPU communication

nccl_wrapper

ctypes wrapper for nccl with pycuda

philosophylstm

Can a LSTM philosophise? Training a LSTM on Plato's The Republic

pypygmm

Python implementation of GMM

reinforcement-learning-adventures

Simple RL stuff for me to try and pick up a couple things

resnet_tensorrt

Small wrapper around Keras' Resnets to transform them into quick UFF models that can use Nvidia's Tensorrt

scala-join

Scala implementation of the Coinjoin and MixCoin protocols

scaladicious

Scala things, fails and funs.

simplerag

The simplest RAG implementation using only Transformers and FAISS

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"