wuga214

awesome-ml-blogs

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

lfr

Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors

outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

DeepCritiquingForVAEBasedRecSys

Official Code Framework of the paper "Deep Critiquing for VAE-based Recommender Systems"

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

nice_pytorch

Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.

Task-Oriented-Dialogue-Research-Progress-Survey

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

Projected-LRec

caffe-tensorflow

Caffe models in TensorFlow

Deep-Learning

learningPySpark

Code base for the Learning PySpark book (in preparation)

variational-autoencoder

Tensorflow implementation of Variational Autoencoder for MNIST

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

lectures

Oxford Deep NLP 2017 course

Practical_RL

A course in reinforcement learning in the wild

genadv_tutorial

TensorFlow tutorial on Generative Adversarial Models

rddlsim

Automatically exported from code.google.com/p/rddlsim

DEMO_FullyConnected_NeuralNetwork

Fully Connected Modularized Neural Network, can be easily extended to be Deep Network with little extension code